Jan Kautz

According to our database, Jan Kautz authored at least 341 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

EoRA: Training-free Compensation for Compressed LLM with Eigenspace Low-Rank Approximation.

Shih-Yang Liu, Huck Yang, Chein-Yi Wang, Nai Chit Fung, Hongxu Yin, Charbel Sakr, Saurav Muralidharan, Kwang-Ting Cheng, Jan Kautz, Yu-Chiang Frank Wang, Pavlo Molchanov, Min-Hung Chen

CoRR, 2024

HOVER: Versatile Neural Whole-Body Controller for Humanoid Robots.

Tairan He, Wenli Xiao, Toru Lin, Zhengyi Luo, Zhenjia Xu, Zhenyu Jiang, Jan Kautz, Changliu Liu, Guanya Shi, Xiaolong Wang, Linxi Fan, Yuke Zhu

CoRR, 2024

nvTorchCam: An Open-source Library for Camera-Agnostic Differentiable Geometric Vision.

Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo

CoRR, 2024

Exploring the design space of deep-learning-based weather forecasting systems.

Shoaib Ahmed Siddiqui, Jean Kossaifi, Boris Bonev, Christopher B. Choy, Jan Kautz, David Krueger, Kamyar Azizzadenesheli

CoRR, 2024

MaskLLM: Learnable Semi-Structured Sparsity for Large Language Models.

Gongfan Fang, Hongxu Yin, Saurav Muralidharan, Greg Heinrich, Jeff Pool, Jan Kautz, Pavlo Molchanov, Xinchao Wang

CoRR, 2024

Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders.

Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu

CoRR, 2024

LLM Pruning and Distillation in Practice: The Minitron Approach.

Sharath Turuvekere Sreenivas, Saurav Muralidharan, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov

CoRR, 2024

LongVILA: Scaling Long-Context Visual Language Models for Long Videos.

Fuzhao Xue, Yukang Chen, Dacheng Li, Qinghao Hu, Ligeng Zhu, Xiuyu Li, Yunhao Fang, Haotian Tang, Shang Yang, Zhijian Liu, Ethan He, Hongxu Yin, Pavlo Molchanov, Jan Kautz, Linxi Fan, Yuke Zhu, Yao Lu, Song Han

CoRR, 2024

A deeper look at depth pruning of LLMs.

Shoaib Ahmed Siddiqui, Xin Dong, Greg Heinrich, Thomas M. Breuel, Jan Kautz, David Krueger, Pavlo Molchanov

CoRR, 2024

Compact Language Models via Pruning and Knowledge Distillation.

Saurav Muralidharan, Sharath Turuvekere Sreenivas, Raviraj Joshi, Marcin Chochowski, Mostofa Patwary, Mohammad Shoeybi, Bryan Catanzaro, Jan Kautz, Pavlo Molchanov

CoRR, 2024

MambaVision: A Hybrid Mamba-Transformer Vision Backbone.

Ali Hatamizadeh, Jan Kautz

CoRR, 2024

An Empirical Study of Mamba-based Language Models.

Roger Waleffe, Wonmin Byeon, Duncan Riach, Brandon Norick, Vijay Korthikanti, Tri Dao, Albert Gu, Ali Hatamizadeh, Sudhakar Singh, Deepak Narayanan, Garvit Kulshreshtha, Vartika Singh, Jared Casper, Jan Kautz, Mohammad Shoeybi, Bryan Catanzaro

CoRR, 2024

Hydra-MDP: End-to-end Multimodal Planning with Multi-target Hydra-Distillation.

Zhenxin Li, Kailin Li, Shihao Wang, Shiyi Lan, Zhiding Yu, Yishen Ji, Zhiqi Li, Ziyue Zhu, Jan Kautz, Zuxuan Wu, Yu-Gang Jiang, José M. Álvarez

CoRR, 2024

CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation.

Dejia Xu, Weili Nie, Chao Liu, Sifei Liu, Jan Kautz, Zhangyang Wang, Arash Vahdat

CoRR, 2024

SpatialRGPT: Grounded Spatial Reasoning in Vision Language Model.

An-Chieh Cheng, Hongxu Yin, Yang Fu, Qiushan Guo, Ruihan Yang, Jan Kautz, Xiaolong Wang, Sifei Liu

CoRR, 2024

X-VILA: Cross-Modality Alignment for Large Language Model.

Hanrong Ye, De-An Huang, Yao Lu, Zhiding Yu, Wei Ping, Andrew Tao, Jan Kautz, Song Han, Dan Xu, Pavlo Molchanov, Hongxu Yin

CoRR, 2024

OmniDrive: A Holistic LLM-Agent Framework for Autonomous Driving with 3D Perception, Reasoning and Planning.

Shihao Wang, Zhiding Yu, Xiaohui Jiang, Shiyi Lan, Min Shi, Nadine Chang, Jan Kautz, Ying Li, José M. Álvarez

CoRR, 2024

Flextron: Many-in-One Flexible Large Language Model.

Ruisi Cai, Saurav Muralidharan, Greg Heinrich, Hongxu Yin, Zhangyang Wang, Jan Kautz, Pavlo Molchanov

Proceedings of the Forty-first International Conference on Machine Learning, 2024

A Variational Perspective on Solving Inverse Problems with Diffusion Models.

Morteza Mardani, Jiaming Song, Jan Kautz, Arash Vahdat

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Learning to Jointly Understand Visual and Tactile Signals.

Yichen Li, Yilun Du, Chao Liu, Chao Liu, Francis Williams, Michael Foshey, Benjamin Eckart, Jan Kautz, Joshua B. Tenenbaum, Antonio Torralba, Wojciech Matusik

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FasterViT: Fast Vision Transformers with Hierarchical Attention.

Ali Hatamizadeh, Greg Heinrich, Hongxu Yin, Andrew Tao, José M. Álvarez, Jan Kautz, Pavlo Molchanov

Proceedings of the Twelfth International Conference on Learning Representations, 2024

3D Reconstruction with Generalizable Neural Fields using Scene Priors.

Yang Fu, Shalini De Mello, Xueting Li, Amey Kulkarni, Jan Kautz, Xiaolong Wang, Sifei Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

COIN: Control-Inpainting Diffusion Prior for Human and Camera Motion Estimation.

Jiefeng Li, Ye Yuan, Davis Rempe, Haotian Zhang, Pavlo Molchanov, Cewu Lu, Jan Kautz, Umar Iqbal

Proceedings of the Computer Vision - ECCV 2024, 2024

LITA: Language Instructed Temporal-Localization Assistant.

De-An Huang, Shijia Liao, Subhashree Radhakrishnan, Hongxu Yin, Pavlo Molchanov, Zhiding Yu, Jan Kautz

Proceedings of the Computer Vision - ECCV 2024, 2024

DiffiT: Diffusion Vision Transformers for Image Generation.

Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat

Proceedings of the Computer Vision - ECCV 2024, 2024

FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects.

Bowen Wen, Wei Yang, Jan Kautz, Stan Birchfield

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

AM-RADIO: Agglomerative Vision Foundation Model Reduce All Domains Into One.

Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Is Ego Status All You Need for Open-Loop End-to-End Autonomous Driving?

Zhiqi Li, Zhiding Yu, Shiyi Lan, Jiahan Li, Jan Kautz, Tong Lu, José M. Álvarez

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

COLMAP-Free 3D Gaussian Splatting.

Yang Fu, Xiaolong Wang, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

GAvatar: Animatable 3D Gaussian Avatars with Implicit Mesh Learning.

Ye Yuan, Xueting Li, Yangyi Huang, Shalini De Mello, Koki Nagano, Jan Kautz, Umar Iqbal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

FoVA-Depth: Field-of-View Agnostic Depth Estimation for Cross-Dataset Generalization.

Daniel Lichy, Hang Su, Abhishek Badki, Jan Kautz, Orazio Gallo

Proceedings of the International Conference on 3D Vision, 2024

PACE: Human and Camera Motion Estimation from in-the-wild Videos.

Muhammed Kocabas, Ye Yuan, Pavlo Molchanov, Yunrong Guo, Michael J. Black, Otmar Hilliges, Jan Kautz, Umar Iqbal

Proceedings of the International Conference on 3D Vision, 2024

2023

Do Gradient Inversion Attacks Make Federated Learning Unsafe?

Ali Hatamizadeh, Hongxu Yin, Pavlo Molchanov, Andriy Myronenko, Wenqi Li, Prerna Dogra, Andrew Feng, Mona G. Flores, Jan Kautz, Daguang Xu, Holger R. Roth

IEEE Trans. Medical Imaging, 2023

VILA: On Pre-training for Visual Language Models.

Ji Lin, Hongxu Yin, Wei Ping, Yao Lu, Pavlo Molchanov, Andrew Tao, Huizi Mao, Jan Kautz, Mohammad Shoeybi, Song Han

CoRR, 2023

AM-RADIO: Agglomerative Model - Reduce All Domains Into One.

Mike Ranzinger, Greg Heinrich, Jan Kautz, Pavlo Molchanov

CoRR, 2023

ViR: Vision Retention Networks.

Ali Hatamizadeh, Michael Ranzinger, Jan Kautz

CoRR, 2023

Generative Residual Diffusion Modeling for Km-scale Atmospheric Downscaling.

Morteza Mardani, Noah D. Brenowitz, Yair Cohen, Jaideep Pathak, Chieh-Yu Chen, Cheng-Chin Liu, Arash Vahdat, Karthik Kashinath, Jan Kautz, Mike Pritchard

CoRR, 2023

Online Overexposed Pixels Hallucination in Videos with Adaptive Reference Frame Selection.

Yazhou Xing, Amrita Mazumdar, Anjul Patney, Chao Liu, Hongxu Yin, Qifeng Chen, Jan Kautz, Iuri Frosio

CoRR, 2023

FB-OCC: 3D Occupancy Prediction based on Forward-Backward View Transformation.

Zhiqi Li, Zhiding Yu, David Austin, Mingsheng Fang, Shiyi Lan, Jan Kautz, José M. Álvarez

CoRR, 2023

Generalizable One-shot Neural Head Avatar.

Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz

CoRR, 2023

Score-based Diffusion Models in Function Space.

Jae Hyun Lim, Nikola B. Kovachki, Ricardo Baptista, Christopher Beckham, Kamyar Azizzadenesheli, Jean Kossaifi, Vikram Voleti, Jiaming Song, Karsten Kreis, Jan Kautz, Christopher Pal, Arash Vahdat, Anima Anandkumar

CoRR, 2023

Single-Shot Implicit Morphable Faces with Consistent Texture Parameterization.

Connor Z. Lin, Koki Nagano, Jan Kautz, Eric R. Chan, Umar Iqbal, Leonidas J. Guibas, Gordon Wetzstein, Sameh Khamis

Proceedings of the ACM SIGGRAPH 2023 Conference Proceedings, 2023

Convolutional State Space Models for Long-Range Spatiotemporal Modeling.

Jimmy T. H. Smith, Shalini De Mello, Jan Kautz, Scott W. Linderman, Wonmin Byeon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generalizable One-shot 3D Neural Head Avatar.

Xueting Li, Shalini De Mello, Sifei Liu, Koki Nagano, Umar Iqbal, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SMRD: SURE-Based Robust MRI Reconstruction with Diffusion Models.

Batu Ozturkler, Chao Liu, Benjamin Eckart, Morteza Mardani, Jiaming Song, Jan Kautz

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Online Consistent Video Depth with Gaussian Mixture Representation.

Chao Liu, Benjamin Eckart, Jan Kautz

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Loss-Guided Diffusion Models for Plug-and-Play Controllable Generation.

Jiaming Song, Qinsheng Zhang, Hongxu Yin, Morteza Mardani, Ming-Yu Liu, Jan Kautz, Yongxin Chen, Arash Vahdat

Proceedings of the International Conference on Machine Learning, 2023

Global Context Vision Transformers.

Ali Hatamizadeh, Hongxu Yin, Greg Heinrich, Jan Kautz, Pavlo Molchanov

Proceedings of the International Conference on Machine Learning, 2023

Pseudoinverse-Guided Diffusion Models for Inverse Problems.

Jiaming Song, Arash Vahdat, Morteza Mardani, Jan Kautz

Proceedings of the Eleventh International Conference on Learning Representations, 2023

PhysDiff: Physics-Guided Human Motion Diffusion Model.

Ye Yuan, Jiaming Song, Umar Iqbal, Arash Vahdat, Jan Kautz

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

RANA: Relightable Articulated Neural Avatars.

Umar Iqbal, Akin Caliskan, Koki Nagano, Sameh Khamis, Pavlo Molchanov, Jan Kautz

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Global Vision Transformer Pruning with Hessian-Aware Saliency.

Huanrui Yang, Hongxu Yin, Maying Shen, Pavlo Molchanov, Hai Li, Jan Kautz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects.

Bowen Wen, Jonathan Tremblay, Valts Blukis, Stephen Tyree, Thomas Müller, Alex Evans, Dieter Fox, Jan Kautz, Stan Birchfield

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-shot Pose Transfer for Unrigged Stylized 3D Characters.

Jiashun Wang, Xueting Li, Sifei Liu, Shalini De Mello, Orazio Gallo, Xiaolong Wang, Jan Kautz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Recurrence without Recurrence: Stable Video Landmark Detection with Deep Equilibrium Models.

Paul Micaelli, Arash Vahdat, Hongxu Yin, Jan Kautz, Pavlo Molchanov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Heterogeneous Continual Learning.

Divyam Madaan, Hongxu Yin, Wonmin Byeon, Jan Kautz, Pavlo Molchanov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

The Best Defense is a Good Offense: Adversarial Augmentation Against Adversarial Attacks.

Iuri Frosio, Jan Kautz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Learning to Relight Portrait Images via a Virtual Light Stage and Synthetic-to-Real Adaptation.

Yu-Ying Yeh, Koki Nagano, Sameh Khamis, Jan Kautz, Ming-Yu Liu, Ting-Chun Wang

ACM Trans. Graph., 2022

Towards annotation-efficient segmentation via image-to-image translation.

Eugene Vorontsov, Pavlo Molchanov, Matej Gazda, Christopher Beckham, Jan Kautz, Samuel Kadoury

Medical Image Anal., 2022

Displacement-Invariant Cost Computation for Stereo Matching.

Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz

Int. J. Comput. Vis., 2022

Correction to: Learning Contrastive Representation for Semantic Correspondence.

Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang

Int. J. Comput. Vis., 2022

Learning Contrastive Representation for Semantic Correspondence.

Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, Jan Kautz, Ming-Hsuan Yang

Int. J. Comput. Vis., 2022

Global Context Vision Transformers.

Ali Hatamizadeh, Hongxu Yin, Jan Kautz, Pavlo Molchanov

CoRR, 2022

RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis.

Jonathan Tremblay, Moustafa Meshry, Alex Evans, Jan Kautz, Alexander Keller, Sameh Khamis, Charles T. Loop, Nathan Morrical, Koki Nagano, Towaki Takikawa, Stan Birchfield

CoRR, 2022

DRaCoN - Differentiable Rasterization Conditioned Neural Radiance Fields for Articulated Avatars.

Amit Raj, Umar Iqbal, Koki Nagano, Sameh Khamis, Pavlo Molchanov, James Hays, Jan Kautz

CoRR, 2022

Federated Learning with Heterogeneous Architectures using Graph HyperNetworks.

Or Litany, Haggai Maron, David Acuna, Jan Kautz, Gal Chechik, Sanja Fidler

CoRR, 2022

Learning Continuous Environment Fields via Implicit Functions.

Xueting Li, Shalini De Mello, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz, Sifei Liu

Proceedings of the Tenth International Conference on Learning Representations, 2022

Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations.

Benjamin Wu, Oliver Hennigh, Jan Kautz, Sanjay Choudhry, Wonmin Byeon

Proceedings of the Computational Science - ICCS 2022, 2022

Neural Light Field Estimation for Street Scenes with Differentiable Virtual Object Insertion.

Zian Wang, Wenzheng Chen, David Acuna, Jan Kautz, Sanja Fidler

Proceedings of the Computer Vision - ECCV 2022, 2022

LANA: Latency Aware Network Acceleration.

Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat

Proceedings of the Computer Vision - ECCV 2022, 2022

A-ViT: Adaptive Tokens for Efficient Vision Transformer.

Hongxu Yin, Arash Vahdat, José M. Álvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GroupViT: Semantic Segmentation Emerges from Text Supervision.

Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

FreeSOLO: Learning to Segment Objects without Annotations.

Xinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, José M. Álvarez

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs.

Jiteng Mu, Shalini De Mello, Zhiding Yu, Nuno Vasconcelos, Xiaolong Wang, Jan Kautz, Sifei Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GradViT: Gradient Inversion of Vision Transformers.

Ali Hatamizadeh, Hongxu Yin, Holger Roth, Wenqi Li, Jan Kautz, Daguang Xu, Pavlo Molchanov

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras.

Ye Yuan, Umar Iqbal, Pavlo Molchanov, Kris Kitani, Jan Kautz

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks.

Xin Dong, Hongxu Yin, José M. Álvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Neural Interferometry: Image Reconstruction from Astronomical Interferometers Using Transformer-Conditioned Neural Fields.

Benjamin Wu, Chao Liu, Benjamin Eckart, Jan Kautz

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Domain Stylization: A Fast Covariance Matching Framework Towards Domain Adaptation.

Aysegul Dundar, Ming-Yu Liu, Zhiding Yu, Ting-Chun Wang, John Zedlewski, Jan Kautz

IEEE Trans. Pattern Anal. Mach. Intell., 2021

AdaViT: Adaptive Tokens for Efficient Vision Transformer.

Hongxu Yin, Arash Vahdat, José M. Álvarez, Arun Mallya, Jan Kautz, Pavlo Molchanov

CoRR, 2021

NViT: Vision Transformer Compression and Parameter Redistribution.

Huanrui Yang, Hongxu Yin, Pavlo Molchanov, Hai Li, Jan Kautz

CoRR, 2021

HANT: Hardware-Aware Network Transformation.

Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat

CoRR, 2021

Deep Neural Networks are Surprisingly Reversible: A Baseline for Zero-Shot Inversion.

Xin Dong, Hongxu Yin, José M. Álvarez, Jan Kautz, Pavlo Molchanov

CoRR, 2021

Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation.

Adrian Spurr, Pavlo Molchanov, Umar Iqbal, Jan Kautz, Otmar Hilliges

CoRR, 2021

Neural 3D Clothes Retargeting from a Single Image.

Jae Shin Yoon, Kihwan Kim, Jan Kautz, Hyun Soo Park

CoRR, 2021

Coupled Segmentation and Edge Learning via Dynamic Graph Propagation.

Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Score-based Generative Modeling in Latent Space.

Arash Vahdat, Karsten Kreis, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Contrastive Learning Approach for Training Variational Autoencoder Priors.

Jyoti Aneja, Alexander G. Schwing, Jan Kautz, Arash Vahdat

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models.

Zhisheng Xiao, Karsten Kreis, Jan Kautz, Arash Vahdat

Proceedings of the 9th International Conference on Learning Representations, 2021

Parameter Efficient Multimodal Transformers for Video Representation Learning.

Sangho Lee, Youngjae Yu, Gunhee Kim, Thomas M. Breuel, Jan Kautz, Yale Song

Proceedings of the 9th International Conference on Learning Representations, 2021

Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting.

Zian Wang, Jonah Philion, Sanja Fidler, Jan Kautz

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Self-Supervised Object Detection via Generative Image Synthesis.

Siva Karthik Mustikovela, Shalini De Mello, Aayush Prakash, Umar Iqbal, Sifei Liu, Thu Nguyen-Phuoc, Carsten Rother, Jan Kautz

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

See Through Gradients: Image Batch Recovery via GradInversion.

Hongxu Yin, Arun Mallya, Arash Vahdat, José M. Álvarez, Jan Kautz, Pavlo Molchanov

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Weakly-Supervised Physically Unconstrained Gaze Estimation.

Rakshit Sunil Kothari, Shalini De Mello, Umar Iqbal, Wonmin Byeon, Seonwook Park, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Learning to Track Instances without Video Annotations.

Yang Fu, Sifei Liu, Umar Iqbal, Shalini De Mello, Humphrey Shi, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models.

Benjamin Eckart, Wentao Yuan, Chao Liu, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

DexYCB: A Benchmark for Capturing Hand Grasping of Objects.

Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Binary TTC: A Temporal Geofence for Autonomous Navigation.

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Hierarchical Contrastive Motion Learning for Video Action Recognition.

Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

KAMA: 3D Keypoint Aware Body Mesh Articulation.

Umar Iqbal, Kevin Xie, Yunrong Guo, Jan Kautz, Pavlo Molchanov

Proceedings of the International Conference on 3D Vision, 2021

2020

Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation.

Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Guest Editorial: Generative Adversarial Networks for Computer Vision.

Jun-Yan Zhu, Hongsheng Li, Eli Shechtman, Ming-Yu Liu, Jan Kautz, Antonio Torralba

Int. J. Comput. Vis., 2020

Exploiting Semantics for Face Image Deblurring.

Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

Int. J. Comput. Vis., 2020

Displacement-Invariant Cost Computation for Efficient Stereo Matching.

Yiran Zhong, Charles T. Loop, Wonmin Byeon, Stan Birchfield, Yuchao Dai, Kaihao Zhang, Alexey Kamenev, Thomas M. Breuel, Hongdong Li, Jan Kautz

CoRR, 2020

UFO$^2$: A Unified Framework towards Omni-supervised Object Detection.

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Alexander G. Schwing, Jan Kautz

CoRR, 2020

NCP-VAE: Variational Autoencoders with Noise Contrastive Priors.

Jyoti Aneja, Alexander G. Schwing, Jan Kautz, Arash Vahdat

CoRR, 2020

Improving Deep Stereo Network Generalization with Geometric Priors.

Jialiang Wang, Varun Jampani, Deqing Sun, Charles T. Loop, Stan Birchfield, Jan Kautz

CoRR, 2020

How to Close Sim-Real Gap? Transfer with Segmentation!

Mengyuan Yan, Qingyun Sun, Iuri Frosio, Stephen Tyree, Jan Kautz

CoRR, 2020

Gaze-Sensing LEDs for Head Mounted Displays.

Kaan Aksit, Jan Kautz, David Luebke

CoRR, 2020

Convolutional Tensor-Train LSTM for Spatio-temporal Learning.

Jiahao Su, Wonmin Byeon, Furong Huang, Jan Kautz, Animashree Anandkumar

CoRR, 2020

Discovering Nonlinear Relations with Minimum Predictive Information Regularization.

Tailin Wu, Thomas M. Breuel, Michael Skuhersky, Jan Kautz

CoRR, 2020

NRMVS: Non-Rigid Multi-View Stereo.

Matthias Innmann, Kihwan Kim, Jinwei Gu, Matthias Nießner, Charles T. Loop, Marc Stamminger, Jan Kautz

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

NVAE: A Deep Hierarchical Variational Autoencoder.

Arash Vahdat, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Convolutional Tensor-Train LSTM for Spatio-Temporal Learning.

Jiahao Su, Wonmin Byeon, Jean Kossaifi, Furong Huang, Jan Kautz, Anima Anandkumar

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Online Adaptation for Consistent Mesh Reconstruction in the Wild.

Xueting Li, Sifei Liu, Shalini De Mello, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Optical Gaze Tracking with Spatially-Sparse Single-Pixel Detectors.

Richard Li, Eric Whitmire, Michael Stengel, Ben Boudaoud, Jan Kautz, David Luebke, Shwetak N. Patel, Kaan Aksit

Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, 2020

Angular Visual Hardness.

Beidi Chen, Weiyang Liu, Zhiding Yu, Jan Kautz, Anshumali Shrivastava, Animesh Garg, Animashree Anandkumar

Proceedings of the 37th International Conference on Machine Learning, 2020

Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification.

Yang Zou, Xiaodong Yang, Zhiding Yu, B. V. K. Vijaya Kumar, Jan Kautz

Proceedings of the Computer Vision - ECCV 2020, 2020

DeepGMR: Learning Latent Gaussian Mixture Models for Registration.

Wentao Yuan, Benjamin Eckart, Kihwan Kim, Varun Jampani, Dieter Fox, Jan Kautz

Proceedings of the Computer Vision - ECCV 2020, 2020

Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints.

Adrian Spurr, Umar Iqbal, Pavlo Molchanov, Otmar Hilliges, Jan Kautz

Proceedings of the Computer Vision - ECCV 2020, 2020

UFO²: A Unified Framework Towards Omni-supervised Object Detection.

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Alexander G. Schwing, Jan Kautz

Proceedings of the Computer Vision - ECCV 2020, 2020

Self-supervised Single-View 3D Reconstruction via Semantic Consistency.

Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Computer Vision - ECCV 2020, 2020

Contrastive Learning for Weakly Supervised Phrase Grounding.

Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem

Proceedings of the Computer Vision - ECCV 2020, 2020

Novel View Synthesis of Dynamic Scenes With Globally Coherent Depths From a Monocular Camera.

Jae Shin Yoon, Kihwan Kim, Orazio Gallo, Hyun Soo Park, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion.

Hongxu Yin, Pavlo Molchanov, José M. Álvarez, Zhizhong Li, Arun Mallya, Derek Hoiem, Niraj K. Jha, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

UNAS: Differentiable Architecture Search Meets Reinforcement Learning.

Arash Vahdat, Arun Mallya, Ming-Yu Liu, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection.

Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee, Alexander G. Schwing, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-Supervised Viewpoint Learning From Image Collections.

Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Weakly-Supervised 3D Human Pose Learning via Multi-View Images in the Wild.

Umar Iqbal, Pavlo Molchanov, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Two-Shot Spatially-Varying BRDF and Shape Estimation.

Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P. A. Lensch, Jan Kautz

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Bi3D: Stereo Depth Estimation via Binary Classifications.

Abhishek Badki, Alejandro J. Troccoli, Kihwan Kim, Jan Kautz, Pradeep Sen, Orazio Gallo

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Meshlet Priors for 3D Mesh Reconstruction.

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Generate Multiple Style Transfer Outputs for an Input Sentence.

Kevin Lin, Ming-Yu Liu, Ming-Ting Sun, Jan Kautz

Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

2019

Statistical Nearest Neighbors for Image Denoising.

Iuri Frosio, Jan Kautz

IEEE Trans. Image Process., 2019

Boosting segmentation with weak supervision from image-to-image translation.

Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz

CoRR, 2019

Neural RGB->D Sensing: Depth and Uncertainty from a Video Camera.

Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa G. Narasimhan, Jan Kautz

CoRR, 2019

A Fusion Approach for Multi-Frame Optical Flow Estimation.

Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Few-shot Video-to-Video Synthesis.

Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Bryan Catanzaro, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Joint-task Self-supervised Learning for Temporal Correspondence.

Xueting Li, Sifei Liu, Shalini De Mello, Xiaolong Wang, Jan Kautz, Ming-Hsuan Yang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Dancing to Music.

Hsin-Ying Lee, Xiaodong Yang, Ming-Yu Liu, Ting-Chun Wang, Yu-Ding Lu, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Neural Inverse Rendering of an Indoor Scene From a Single Image.

Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David W. Jacobs, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Unsupervised Video Interpolation Using Cycle Consistency.

Fitsum A. Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J. Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Few-Shot Adaptive Gaze Estimation.

Seonwook Park, Shalini De Mello, Pavlo Molchanov, Umar Iqbal, Otmar Hilliges, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Propagation for Arbitrarily-Structured Data.

Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SENSE: A Shared Encoder Network for Scene-Flow Estimation.

Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik G. Learned-Miller, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Extreme View Synthesis.

Inchang Choi, Orazio Gallo, Alejandro J. Troccoli, Min H. Kim, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Few-Shot Unsupervised Image-to-Image Translation.

Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Joint Discriminative and Generative Learning for Person Re-Identification.

Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

STEP: Spatio-Temporal Progressive Learning for Video Action Detection.

Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry S. Davis, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Pixel-Adaptive Convolutional Neural Networks.

Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik G. Learned-Miller, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Importance Estimation for Neural Network Pruning.

Pavlo Molchanov, Arun Mallya, Stephen Tyree, Iuri Frosio, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Neural RGB(r)D Sensing: Depth and Uncertainty From a Video Camera.

Chao Liu, Jinwei Gu, Kihwan Kim, Srinivasa G. Narasimhan, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments.

Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming-Hsuan Yang, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning Linear Transformations for Fast Image and Video Style Transfer.

Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SCOPS: Self-Supervised Co-Part Segmentation.

Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

PlaneRCNN: 3D Plane Detection and Reconstruction From a Single Image.

Chen Liu, Kihwan Kim, Jinwei Gu, Yasutaka Furukawa, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Few-Shot Viewpoint Estimation.

Hung-Yu Tseng, Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming-Hsuan Yang, Jan Kautz

Proceedings of the 30th British Machine Vision Conference 2019, 2019

Video Stitching for Linear Camera Arrays.

Wei-Sheng Lai, Orazio Gallo, Jinwei Gu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Video-to-Video Synthesis.

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro

CoRR, 2018

Learning Linear Transformations for Fast Arbitrary Style Transfer.

Xueting Li, Sifei Liu, Jan Kautz, Ming-Hsuan Yang

CoRR, 2018

Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation.

Aysegul Dundar, Ming-Yu Liu, Ting-Chun Wang, John Zedlewski, Jan Kautz

CoRR, 2018

Fast and Accurate Point Cloud Registration using Trees of Gaussian Mixtures.

Benjamin Eckart, Kihwan Kim, Jan Kautz

CoRR, 2018

Switchable Temporal Propagation Network.

Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Ming-Hsuan Yang, Jan Kautz

CoRR, 2018

Video-to-Video Synthesis.

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Nikolai Yakovenko, Andrew Tao, Jan Kautz, Bryan Catanzaro

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Context-aware Synthesis and Placement of Object Instances.

Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Learning Adaptive Parameter Tuning for Image Processing.

Jingming Dong, Iuri Frosio, Jan Kautz

Proceedings of the Image Processing: Algorithms and Systems XVI, Burlingame, CA, USA, 28 January 2018, 2018

Synthetically Trained Neural Networks for Learning Human-Readable Plans from Real-World Demonstrations.

Jonathan Tremblay, Thang To, Artem Molchanov, Stephen Tyree, Jan Kautz, Stan Birchfield

Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

IamNN: Iterative and Adaptive Mobile Neural Network for efficient image classification.

Sam Leroux, Pavlo Molchanov, Pieter Simoens, Bart Dhoedt, Thomas M. Breuel, Jan Kautz

Proceedings of the 6th International Conference on Learning Representations, 2018

Reblur2Deblur: Deblurring videos via self-supervised learning.

Huaijin G. Chen, Jinwei Gu, Orazio Gallo, Ming-Yu Liu, Ashok Veeraraghavan, Jan Kautz

Proceedings of the 2018 IEEE International Conference on Computational Photography, 2018

Simultaneous Edge Alignment and Learning.

Zhiding Yu, Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Separating Reflection and Transmission Images in the Wild.

Patrick Wieschollek, Orazio Gallo, Jinwei Gu, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

A Simple and Effective Fusion Approach for Multi-frame Optical Flow Estimation.

Zhile Ren, Orazio Gallo, Deqing Sun, Ming-Hsuan Yang, Erik B. Sudderth, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation.

Zhaoyang Lv, Kihwan Kim, Alejandro J. Troccoli, Deqing Sun, James M. Rehg, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Switchable Temporal Propagation Network.

Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

A Closed-Form Solution to Photorealistic Image Stylization.

Yijun Li, Ming-Yu Liu, Xueting Li, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Superpixel Sampling Networks.

Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Hand Pose Estimation via Latent 2.5D Heatmap Regression.

Umar Iqbal, Pavlo Molchanov, Thomas M. Breuel, Juergen Gall, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Multimodal Unsupervised Image-to-Image Translation.

Xun Huang, Ming-Yu Liu, Serge J. Belongie, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Tackling 3D ToF Artifacts Through Learning and the FLAT Dataset.

Qi Guo, Iuri Frosio, Orazio Gallo, Todd E. Zickler, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration.

Benjamin Eckart, Kihwan Kim, Jan Kautz

Proceedings of the Computer Vision - ECCV 2018, 2018

Depth-Based 3D Hand Pose Estimation: From Current Achievements to Future Goals.

Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Making Convolutional Networks Recurrent for Visual Sequence Learning.

Xiaodong Yang, Pavlo Molchanov, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs.

Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Andrew Tao, Jan Kautz, Bryan Catanzaro

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

MoCoGAN: Decomposing Motion and Content for Video Generation.

Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Learning Superpixels With Segmentation-Aware Affinity Loss.

Wei-Chih Tu, Ming-Yu Liu, Varun Jampani, Deqing Sun, Shao-Yi Chien, Ming-Hsuan Yang, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume.

Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

SPLATNet: Sparse Lattice Networks for Point Cloud Processing.

Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Deep Semantic Face Deblurring.

Ziyi Shen, Wei-Sheng Lai, Tingfa Xu, Jan Kautz, Ming-Hsuan Yang

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Light-Weight Head Pose Invariant Gaze Tracking.

Rajeev Ranjan, Shalini De Mello, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation.

Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik G. Learned-Miller, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Improving Landmark Localization With Semi-Supervised Learning.

Sina Honari, Pavlo Molchanov, Stephen Tyree, Pascal Vincent, Christopher J. Pal, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Geometry-Aware Learning of Maps for Camera Localization.

Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Budget-Aware Activity Detection with A Recurrent Policy Network.

Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz

Proceedings of the British Machine Vision Conference 2018, 2018

Learning Binary Residual Representations for Domain-Specific Video Streaming.

Yi-Hsuan Tsai, Ming-Yu Liu, Deqing Sun, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

EOE: Expected Overlap Estimation over Unstructured Point Cloud Data.

Benjamin Eckart, Kihwan Kim, Jan Kautz

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

Mixed-primary factorization for dual-frame computational displays.

Fu-Chung Huang, Dawid Pajak, Jonghyun Kim, Jan Kautz, David Luebke

ACM Trans. Graph., 2017

Computational zoom: a framework for post-capture image composition.

Abhishek Badki, Orazio Gallo, Jan Kautz, Pradeep Sen

ACM Trans. Graph., 2017

Loss Functions for Image Restoration With Neural Networks.

Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz

IEEE Trans. Computational Imaging, 2017

3D Hand Pose Estimation: From Current Achievements to Future Goals.

Shanxin Yuan, Guillermo Garcia-Hernando, Björn Stenger, Gyeongsik Moon, Ju Yong Chang, Kyoung Mu Lee, Pavlo Molchanov, Jan Kautz, Sina Honari, Liuhao Ge, Junsong Yuan, Xinghao Chen, Guijin Wang, Fan Yang, Kai Akiyama, Yang Wu, Qingfu Wan, Meysam Madadi, Sergio Escalera, Shile Li, Dongheui Lee, Iason Oikonomidis, Antonis A. Argyros, Tae-Kyun Kim

CoRR, 2017

MapNet: Geometry-Aware Learning of Maps for Camera Localization.

Samarth Brahmbhatt, Jinwei Gu, Kihwan Kim, James Hays, Jan Kautz

CoRR, 2017

Sim-to-Real Transfer of Accurate Grasping with Eye-In-Hand Observations and Continuous Control.

Mengyuan Yan, Iuri Frosio, Stephen Tyree, Jan Kautz

CoRR, 2017

On Nearest Neighbors in Non Local Means Denoising.

Iuri Frosio, Jan Kautz

CoRR, 2017

Learning to Segment Instances in Videos with Spatial Propagation Network.

Jingchun Cheng, Sifei Liu, Yi-Hsuan Tsai, Wei-Chih Hung, Shalini De Mello, Jinwei Gu, Jan Kautz, Shengjin Wang, Ming-Hsuan Yang

CoRR, 2017

Learning Affinity via Spatial Propagation Networks.

Sifei Liu, Shalini De Mello, Jinwei Gu, Guangyu Zhong, Ming-Hsuan Yang, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Unsupervised Image-to-Image Translation Networks.

Ming-Yu Liu, Thomas M. Breuel, Jan Kautz

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Pruning Convolutional Neural Networks for Resource Efficient Inference.

Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz

Proceedings of the 5th International Conference on Learning Representations, 2017

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU.

Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz

Proceedings of the 5th International Conference on Learning Representations, 2017

Intrinsic3D: High-Quality 3D Reconstruction by Joint Appearance and Geometry Optimization with Spatially-Varying Lighting.

Robert Maier, Kihwan Kim, Daniel Cremers, Jan Kautz, Matthias Nießner

Proceedings of the IEEE International Conference on Computer Vision, 2017

A Lightweight Approach for On-the-Fly Reflectance Estimation.

Kihwan Kim, Jinwei Gu, Stephen Tyree, Pavlo Molchanov, Matthias Nießner, Jan Kautz

Proceedings of the IEEE International Conference on Computer Vision, 2017

Reconstructing Intensity Images from Binary Spatial Gradient Cameras.

Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Timo Aila, Jan Kautz

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network.

Jinwei Gu, Xiaodong Yang, Shalini De Mello, Jan Kautz

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Polarimetric Multi-view Stereo.

Zhaopeng Cui, Jinwei Gu, Boxin Shi, Ping Tan, Jan Kautz

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Cascaded Scene Flow Prediction Using Semantic Segmentation.

Zhile Ren, Deqing Sun, Jan Kautz, Erik B. Sudderth

Proceedings of the 2017 International Conference on 3D Vision, 2017

Multiframe Scene Flow with Piecewise Rigid Motion.

Vladislav Golyanik, Kihwan Kim, Robert Maier, Matthias Nießner, Didier Stricker, Jan Kautz

Proceedings of the 2017 International Conference on 3D Vision, 2017

2016

Computational bounce flash for indoor portraits.

Lukas Murmann, Abe Davis, Jan Kautz, Frédo Durand

ACM Trans. Graph., 2016

Pruning Convolutional Neural Networks for Resource Efficient Transfer Learning.

Pavlo Molchanov, Stephen Tyree, Tero Karras, Timo Aila, Jan Kautz

CoRR, 2016

Deep Learning with Energy-efficient Binary Gradient Cameras.

Suren Jayasuriya, Orazio Gallo, Jinwei Gu, Jan Kautz

CoRR, 2016

GA3C: GPU-based A3C for Deep Reinforcement Learning.

Mohammad Babaeizadeh, Iuri Frosio, Stephen Tyree, Jason Clemons, Jan Kautz

CoRR, 2016

Multilayer and Multimodal Fusion of Deep Neural Networks for Video Classification.

Xiaodong Yang, Pavlo Molchanov, Jan Kautz

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Towards selecting robust hand gestures for automotive interfaces.

Shalini Gupta, Pavlo Molchanov, Xiaodong Yang, Kihwan Kim, Stephen Tyree, Jan Kautz

Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks.

Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Accelerated Generative Models for 3D Point Cloud Data.

Benjamin Eckart, Kihwan Kim, Alejandro J. Troccoli, Alonzo Kelly, Jan Kautz

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Loss Functions for Neural Networks for Image Processing.

Hang Zhao, Orazio Gallo, Iuri Frosio, Jan Kautz

CoRR, 2015

Interactive Sketch-Driven Image Synthesis.

Daniyar Turmukhambetov, Neill D. F. Campbell, Dan B. Goldman, Jan Kautz

Comput. Graph. Forum, 2015

Local Laplacian filters: edge-aware image processing with a Laplacian pyramid.

Sylvain Paris, Samuel W. Hasinoff, Jan Kautz

Commun. ACM, 2015

Joint 5D Pen Input for Light Field Displays.

James Tompkin, Samuel Muff, James McCann, Hanspeter Pfister, Jan Kautz, Marc Alexa, Wojciech Matusik

Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

Filtering Environment Illumination for Interactive Physically-Based Rendering in Mixed Reality.

Soham Uday Mehta, Kihwan Kim, Dawid Pajak, Kari Pulli, Jan Kautz, Ravi Ramamoorthi

Proceedings of the 26th Eurographics Symposium on Rendering, Rendering, 2015

Robust Model-Based 3D Head Pose Estimation.

Gregory P. Meyer, Shalini Gupta, Iuri Frosio, Dikpal Reddy, Jan Kautz

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

An adaptive acceleration structure for screen-space ray tracing.

Sven Widmer, Dawid Pajak, André Schulz, Kari Pulli, Jan Kautz, Michael Goesele, David Luebke

Proceedings of the 7th Conference on High-Performance Graphics, 2015

Modeling object appearance using Context-Conditioned Component Analysis.

Daniyar Turmukhambetov, Neill D. F. Campbell, Simon J. D. Prince, Jan Kautz

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Hand gesture recognition with 3D convolutional neural networks.

Pavlo Molchanov, Shalini Gupta, Kihwan Kim, Jan Kautz

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Locally non-rigid registration for mobile HDR photography.

Orazio Gallo, Alejandro J. Troccoli, Jun Hu, Kari Pulli, Jan Kautz

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

MLMD: Maximum Likelihood Mixture Decoupling for Fast and Accurate Point Cloud Registration.

Benjamin Eckart, Kihwan Kim, Alejandro J. Troccoli, Alonzo Kelly, Jan Kautz

Proceedings of the 2015 International Conference on 3D Vision, 2015

Camera Sensor Pipeline.

Jan Kautz, Hendrik P. A. Lensch, Céline Loscos, Philippe Bekaert

Proceedings of the Digital Representations of the Real World, 2015

2014

Speaker-Following Video Subtitles.

Yongtao Hu, Jan Kautz, Yizhou Yu, Wenping Wang

ACM Trans. Multim. Comput. Commun. Appl., 2014

Cascaded displays: spatiotemporal superresolution using offset pixel layers.

Felix Heide, Douglas Lanman, Dikpal Reddy, Jan Kautz, Kari Pulli, David Luebke

ACM Trans. Graph., 2014

Learning a manifold of fonts.

Neill D. F. Campbell, Jan Kautz

ACM Trans. Graph., 2014

Fast Local Laplacian Filters: Theory and Applications.

Mathieu Aubry, Sylvain Paris, Samuel W. Hasinoff, Jan Kautz, Frédo Durand

ACM Trans. Graph., 2014

PMBP: PatchMatch Belief Propagation for Correspondence Field Estimation.

Frederic Besse, Carsten Rother, Andrew W. Fitzgibbon, Jan Kautz

Int. J. Comput. Vis., 2014

Error analysis of estimators that use combinations of stochastic sampling strategies for direct illumination.

Kartic Subr, Derek Nowrouzezahrai, Wojciech Jarosz, Jan Kautz, Kenny Mitchell

Comput. Graph. Forum, 2014

Low-Cost Subpixel Rendering for Diverse Displays.

Thomas Engelhardt, Thorsten-Walther Schmidt, Jan Kautz, Carsten Dachsbacher

Comput. Graph. Forum, 2014

Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation.

Michael Hornacek, Frederic Besse, Jan Kautz, Andrew W. Fitzgibbon, Carsten Rother

Proceedings of the Computer Vision - ECCV 2014, 2014

Hierarchical Subquery Evaluation for Active Learning on a Graph.

Oisin Mac Aodha, Neill D. F. Campbell, Jan Kautz, Gabriel J. Brostow

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Device effect on panoramic video+context tasks.

Fabrizio Pece, James Tompkin, Hanspeter Pfister, Jan Kautz, Christian Theobalt

Proceedings of the 11th European Conference on Visual Media Production, 2014

User Directed Multi-view-stereo.

Yotam Doron, Neill D. F. Campbell, Jonathan Starck, Jan Kautz

Proceedings of the Computer Vision - ACCV 2014 Workshops, 2014

2013

Content-adaptive lenticular prints.

James Tompkin, Simon Heinzle, Jan Kautz, Wojciech Matusik

ACM Trans. Graph., 2013

Fourier analysis of stochastic sampling strategies for assessing bias and variance in integration.

Kartic Subr, Jan Kautz

ACM Trans. Graph., 2013

Preference and artifact analysis for video transitions of places.

James Tompkin, Min H. Kim, Kwang In Kim, Jan Kautz, Christian Theobalt

ACM Trans. Appl. Percept., 2013

On Visual Realism of Synthesized Imagery.

Erik Reinhard, Alexei A. Efros, Jan Kautz, Hans-Peter Seidel

Proc. IEEE, 2013

Bitmap Movement Detection: HDR for Dynamic Scenes.

Fabrizio Pece, Jan Kautz

J. Virtual Real. Broadcast., 2013

Accurate Binary Image Selection from Inaccurate User Input.

Kartic Subr, Sylvain Paris, Cyril Soler, Jan Kautz

Comput. Graph. Forum, 2013

3D-Printing Spatially Varying BRDFs.

Olivier Rouiller, Bernd Bickel, Jan Kautz, Wojciech Matusik, Marc Alexa

IEEE Computer Graphics and Applications, 2013

Video collections in panoramic contexts.

James Tompkin, Fabrizio Pece, Rajvi Shah, Shahram Izadi, Jan Kautz, Christian Theobalt

Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology, 2013

The shading probe: fast appearance acquisition for mobile AR.

Dan Andrei Calian, Kenny Mitchell, Derek Nowrouzezahrai, Jan Kautz

Proceedings of the SIGGRAPH Asia 2013, 2013

Fully-Connected CRFs with Non-Parametric Pairwise Potential.

Neill D. F. Campbell, Kartic Subr, Jan Kautz

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Panoinserts: mobile spatial teleconferencing.

Fabrizio Pece, William Steptoe, Fabian Wanner, Simon Julier, Tim Weyrich, Jan Kautz, Anthony Steed

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

Videoscapes: exploring sparse, unstructured video collections.

James Tompkin, Kwang In Kim, Jan Kautz, Christian Theobalt

ACM Trans. Graph., 2012

3D-printing of non-assembly, articulated models.

Jacques Calì, Dan Andrei Calian, Cristina Amati, Rébecca Kleinberger, Anthony Steed, Jan Kautz, Tim Weyrich

ACM Trans. Graph., 2012

Acting Rehearsal in Collaborative Multimodal Mixed Reality Environments.

William Steptoe, Jean-Marie Normand, Oyewole Oyekoya, Fabrizio Pece, Elias Giannopoulos, Franco Tecchia, Anthony Steed, Tim Weyrich, Jan Kautz, Mel Slater

Presence Teleoperators Virtual Environ., 2012

The State of the Art in Interactive Global Illumination.

Tobias Ritschel, Carsten Dachsbacher, Thorsten Grosch, Jan Kautz

Comput. Graph. Forum, 2012

Interactive Multi-perspective Imagery from Photos and Videos.

Henrik Lieng, James Tompkin, Jan Kautz

Comput. Graph. Forum, 2012

How Not to Be Seen - Object Removal from Videos of Crowded Scenes.

Miguel Granados, James Tompkin, Kwang In Kim, Oliver Grau, Jan Kautz, Christian Theobalt

Comput. Graph. Forum, 2012

Beaming: An Asymmetric Telepresence System.

Anthony Steed, William Steptoe, Oyewole Oyekoya, Fabrizio Pece, Tim Weyrich, Jan Kautz, Doron Friedman, Angelika Peer, Massimiliano Solazzi, Franco Tecchia, Massimo Bergamasco, Mel Slater

IEEE Computer Graphics and Applications, 2012

Simplified User Interface for Architectural Reconstruction.

Fabian Wanner, Fabrizio Pece, Jan Kautz

Proceedings of the Theory and Practice of Computer Graphics, 2012

Shadow supported building reconstruction.

Fabian Wanner, Niloy J. Mitra, Jan Kautz

Proceedings of the SIGGRAPH Asia 2012 Poster Proceedings, Singapore, Singapore, November 28, 2012

Interactive light field painting.

James Tompkin, Samuel Muff, Stanislav Jakuschevskij, Jim McCann, Jan Kautz, Marc Alexa, Wojciech Matusik

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2012

Match Graph Construction for Large Image Databases.

Kwang In Kim, James Tompkin, Martin Theobald, Jan Kautz, Christian Theobalt

Proceedings of the Computer Vision - ECCV 2012, 2012

Background Inpainting for Videos with Dynamic Objects and a Free-Moving Camera.

Miguel Granados, Kwang In Kim, James Tompkin, Jan Kautz, Christian Theobalt

Proceedings of the Computer Vision - ECCV 2012, 2012

Two-frame stereo photography in low-light settings: a preliminary study.

Kartic Subr, Gwyneth Bradbury, Jan Kautz

Proceedings of the Conference on Visual Media Production, 2012

Interactive viewpoint video textures.

Philippe Levieux, James Tompkin, Jan Kautz

Proceedings of the Conference on Visual Media Production, 2012

2011

Video-based characters: creating new human performances from a multi-view video database.

Feng Xu, Yebin Liu, Carsten Stoll, James Tompkin, Gaurav Bharaj, Qionghai Dai, Hans-Peter Seidel, Jan Kautz, Christian Theobalt

ACM Trans. Graph., 2011

Edge-aware color appearance.

Min H. Kim, Tobias Ritschel, Jan Kautz

ACM Trans. Graph., 2011

Display-aware image editing.

Won-Ki Jeong, Micah K. Johnson, Insu Yu, Jan Kautz, Hanspeter Pfister, Sylvain Paris

Proceedings of the 2011 IEEE International Conference on Computational Photography, 2011

Adapting Standard Video Codecs for Depth Streaming.

Fabrizio Pece, Jan Kautz, Tim Weyrich

Proceedings of the JVRC11: Joint Virtual Reality Conference of EGVE, 2011

Towards Moment Imagery: Automatic Cinemagraphs.

James Tompkin, Fabrizio Pece, Kartic Subr, Jan Kautz

Proceedings of the Conference for Visual Media Production, 2011

2010

Interactive on-surface signal deformation.

Tobias Ritschel, Thorsten Thormählen, Carsten Dachsbacher, Jan Kautz, Hans-Peter Seidel

ACM Trans. Graph., 2010

Acquisition and analysis of bispectral bidirectional reflectance and reradiation distribution functions.

Matthias B. Hullin, Johannes Hanika, Boris Ajdin, Hans-Peter Seidel, Jan Kautz, Hendrik P. A. Lensch

ACM Trans. Graph., 2010

Variance Soft Shadow Mapping.

Baoguang Yang, Zhao Dong, Jieqing Feng, Hans-Peter Seidel, Jan Kautz

Comput. Graph. Forum, 2010

Screen-space Percentage-Closer Soft Shadows.

Mahdi MohammadBagher, Jan Kautz, Nicolas Holzschuch, Cyril Soler

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

Dynamic ambient occlusion from volumetric proxies.

Andrew Cox, Jan Kautz

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2010

2009

Micro-rendering for scalable, parallel final gathering.

Tobias Ritschel, Thomas Engelhardt, Thorsten Grosch, Hans-Peter Seidel, Jan Kautz, Carsten Dachsbacher

ACM Trans. Graph., 2009

Visio-lization: generating novel facial images.

Umar Mohammed, Simon J. D. Prince, Jan Kautz

ACM Trans. Graph., 2009

Modeling human color perception under extended luminance levels.

Min H. Kim, Tim Weyrich, Jan Kautz

ACM Trans. Graph., 2009

Perceptual influence of approximate visibility in indirect illumination.

Insu Yu, Andrew Cox, Min H. Kim, Tobias Ritschel, Thorsten Grosch, Carsten Dachsbacher, Jan Kautz

ACM Trans. Appl. Percept., 2009

Exposure Fusion: A Simple and Practical Alternative to High Dynamic Range Photography.

Tom Mertens, Jan Kautz, Frank Van Reeth

Comput. Graph. Forum, 2009

Real-time Indirect Illumination with Clustered Visibility.

Zhao Dong, Thorsten Grosch, Tobias Ritschel, Jan Kautz, Hans-Peter Seidel

Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009

Real-time global illumination for dynamic scenes.

Carsten Dachsbacher, Jan Kautz

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2009

Capturing multiple illumination conditions using time and color multiplexing.

Bert de Decker, Jan Kautz, Tom Mertens, Philippe Bekaert

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Consistent Scene Illumination using a Chromatic Flash.

Min H. Kim, Jan Kautz

Proceedings of the 5th International Symposium on Computational Aesthetics in Graphics, 2009

2008

Imperfect shadow maps for efficient computation of indirect illumination.

Tobias Ritschel, Thorsten Grosch, Min H. Kim, Hans-Peter Seidel, Carsten Dachsbacher, Jan Kautz

ACM Trans. Graph., 2008

Real-time, all-frequency shadows in dynamic scenes.

Thomas Annen, Zhao Dong, Tom Mertens, Philippe Bekaert, Hans-Peter Seidel, Jan Kautz

ACM Trans. Graph., 2008

Characterization for High Dynamic Range Imaging.

Min H. Kim, Jan Kautz

Comput. Graph. Forum, 2008

Interactive global illumination based on coherent surface shadow maps.

Tobias Ritschel, Thorsten Grosch, Jan Kautz, Hans-Peter Seidel

Proceedings of the Graphics Interface 2008 Conference, 2008

Exponential shadow maps.

Thomas Annen, Tom Mertens, Hans-Peter Seidel, Eddy Flerackers, Jan Kautz

Proceedings of the Graphics Interface 2008 Conference, 2008

2007

Interactive editing and modeling of bidirectional texture functions.

Jan Kautz, Solomon Boulos, Frédo Durand

ACM Trans. Graph., 2007

Efficient Reflectance and Visibility Approximations for Environment Map Rendering.

Paul Green, Jan Kautz, Frédo Durand

Comput. Graph. Forum, 2007

Interactive Illumination with Coherent Shadow Maps.

Tobias Ritschel, Thorsten Grosch, Jan Kautz, Stefan Müller

Proceedings of the Eurographics Symposium on Rendering Techniques, Grenoble, France, 2007, 2007

Convolution Shadow Maps.

Thomas Annen, Tom Mertens, Philippe Bekaert, Hans-Peter Seidel, Jan Kautz

Proceedings of the Eurographics Symposium on Rendering Techniques, Grenoble, France, 2007, 2007

Exposure Fusion.

Tom Mertens, Jan Kautz, Frank Van Reeth

Proceedings of the 15th Pacific Conference on Computer Graphics and Applications, 2007

Interactive Global Illumination Using Implicit Visibility.

Zhao Dong, Jan Kautz, Christian Theobalt, Hans-Peter Seidel

Proceedings of the 15th Pacific Conference on Computer Graphics and Applications, 2007

Packet-based whitted and distribution ray tracing.

Solomon Boulos, David Edwards, J. Dylan Lacewell, Joe Kniss, Jan Kautz, Peter Shirley, Ingo Wald

Proceedings of the Graphics Interface 2007 Conference, May 28-30, 2007, Montreal, Canada, 2007

Is accurate occlusion of glossy reflections necessary?

Oscar Kozlowski, Jan Kautz

Proceedings of the 4th Symposium on Applied Perception in Graphics and Visualization, 2007

2006

Reflectance rendering with environment map lighting.

Jan Kautz

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

Conclusions/summary.

Naty Hoffman, Dan Baker, Jan Kautz

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2006

View-dependent precomputed light transport using nonlinear Gaussian function approximations.

Paul Green, Jan Kautz, Wojciech Matusik, Frédo Durand

Proceedings of the 2006 Symposium on Interactive 3D Graphics, 2006

Texture Transfer Using Geometry Correlation.

Tom Mertens, Jan Kautz, Jiawen Chen, Philippe Bekaert, Frédo Durand

Proceedings of the Eurographics Symposium on Rendering Techniques, Nicosia, Cyprus, 2006, 2006

2005

Efficient Rendering of Local Subsurface Scattering.

Tom Mertens, Jan Kautz, Philippe Bekaert, Frank Van Reeth, Hans-Peter Seidel

Comput. Graph. Forum, 2005

Precomputed radiance transfer: theory and practice.

Jan Kautz, Peter-Pike Sloan, Jaakko Lehtinen

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2005

2004

Hardware Lighting and Shading: a Survey.

Jan Kautz

Comput. Graph. Forum, 2004

Advanced environment mapping in VR applications.

Jan Kautz, Katja Daubert, Hans-Peter Seidel

Comput. Graph., 2004

Rendering and Simulation of Liquid Foams.

Martin Sunkel, Jan Kautz, Hans-Peter Seidel

Proceedings of the 9th International Fall Workshop on Vision, Modeling, and Visualization, 2004

A self-shadow algorithm for dynamic hair using density clustering.

Tom Mertens, Jan Kautz, Philippe Bekaert, Frank Van Reeth

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Non-linear kernel-based precomputed light transport.

Paul Green, Jan Kautz, Wojciech Matusik, Frédo Durand, Henrik Wann Jensen

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Spherical harmonic gradients.

Thomas Annen, Jan Kautz, Frédo Durand, Hans-Peter Seidel

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Real-time shadowing techniques.

Tomas Akenine-Möller, Eric R. Chan, Wolfgang Heidrich, Jan Kautz, Mark J. Kilgard, Marc Stamminger

Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2004

Hemispherical Rasterization for Self-Shadowing of Dynamic Objects.

Jan Kautz, Jaakko Lehtinen, Timo Aila

Proceedings of the 15th Eurographics Workshop on Rendering Techniques, 2004

Spherical harmonic Gradients for Mid-Range Illumination.

Thomas Annen, Jan Kautz, Frédo Durand, Hans-Peter Seidel

Proceedings of the 15th Eurographics Workshop on Rendering Techniques, 2004

Decoupling BRDFs from Surface Mesostructures.

Jan Kautz, Mirko Sattler, Ralf Sarlette, Reinhard Klein, Hans-Peter Seidel

Proceedings of the Graphics Interface 2004 Conference, 2004

2003

Realistic, real time shading and rendering of objects with complex materials.

Jan Kautz

PhD thesis, 2003

Image-based reconstruction of spatial appearance and geometric detail.

Hendrik P. A. Lensch, Jan Kautz, Michael Goesele, Wolfgang Heidrich, Hans-Peter Seidel

ACM Trans. Graph., 2003

Interactive Rendering of Translucent Objects.

Hendrik P. A. Lensch, Michael Goesele, Philippe Bekaert, Jan Kautz, Marcus A. Magnor, Jochen Lang, Hans-Peter Seidel

Comput. Graph. Forum, 2003

Efficient Light Transport Using Precomputed Visibility.

Katja Daubert, Jan Kautz, Hans-Peter Seidel, Wolfgang Heidrich, Jean-Michel Dischler

IEEE Computer Graphics and Applications, 2003

Interactive rendering of translucent deformable objects.

Tom Mertens, Jan Kautz, Philippe Bekaert, Hans-Peter Seidel, Frank Van Reeth

Proceedings of the SIGGRAPH 2003 Conference on Sketches & Applications: in conjunction with the 30th annual conference on Computer graphics and interactive techniques, 2003

Matrix radiance transfer.

Jaakko Lehtinen, Jan Kautz

Proceedings of the 2003 Symposium on Interactive 3D Graphics, 2003

Modeling the world: the virtualization pipeline.

Jan Kautz, Hendrik P. A. Lensch, Michael Goesele, Jochen Lang, Hans-Peter Seidel

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Hardware Lighting and Shading.

Jan Kautz

Proceedings of the 24th Annual Conference of the European Association for Computer Graphics, 2003

Virtualizing Real-World Objects.

Hendrik P. A. Lensch, Jan Kautz, Michael Goesele, Jochen Lang, Hans-Peter Seidel

Proceedings of the 2003 Computer Graphics International (CGI 2003), 2003

2002

Precomputed radiance transfer for real-time rendering in dynamic, low-frequency lighting environments.

Peter-Pike J. Sloan, Jan Kautz, John M. Snyder

ACM Trans. Graph., 2002

Real-Time Halftoning.

Jan Kautz, Hans-Peter Seidel

J. Graphics, GPU, & Game Tools, 2002

The 3D Object Pipeline - Capturing, Processing and Interactive Display of Objects with Complex Appearance (Die 3D-Objekt-Pipeline - Akquisition, Verarbeitung und interaktive Darstellung von Objekten mit komplexem Aussehen).

Hendrik P. A. Lensch, Michael Goesele, Jan Kautz, Hans-Peter Seidel

Informationstechnik Tech. Inform., 2002

Fast Arbitrary BRDF Shading for Low-Frequency Lighting Using Spherical Harmonics.

Jan Kautz, John Snyder, Peter-Pike J. Sloan

Proceedings of the 13th Eurographics Workshop on Rendering Techniques, 2002

Cloth Animation and Rendering.

Michael Hauth, Olaf Etzmuß, Bernd Eberhardt, Reinhard Klein, Ralf Sarlette, Mirko Sattler, Katja Daubert, Jan Kautz

Proceedings of the 23rd Annual Conference of the European Association for Computer Graphics, 2002

2001

Image-Based Reconstruction of Spatially Varying Materials.

Hendrik P. A. Lensch, Michael Goesele, Jan Kautz, Wolfgang Heidrich, Hans-Peter Seidel

Proceedings of the 12th Eurographics Workshop on Rendering Techniques, 2001

Hardware Accelerated Displacement Mapping for Image Based Rendering.

Jan Kautz, Hans-Peter Seidel

Proceedings of the Graphics Interface 2001 Conference, 2001

Real-Time Bump Map Synthesis.

Jan Kautz, Wolfgang Heidrich, Hans-Peter Seidel

Proceedings of the 2001 ACM SIGGRAPH/EUROGRAPHICS Workshop on Graphics Hardware, 2001

2000

Illuminating micro geometry based on precomputed visibility.

Wolfgang Heidrich, Katja Daubert, Jan Kautz, Hans-Peter Seidel

Proceedings of the 27th Annual Conference on Computer Graphics and Interactive Techniques, 2000

Unified Approach to Prefiltered Environment Maps.

Jan Kautz, Pere-Pau Vázquez, Wolfgang Heidrich, Hans-Peter Seidel

Proceedings of the Eurographics Workshop on Rendering Techniques 2000, 2000

Approximation of Glossy Reflection with Prefiltered Environment Maps.

Jan Kautz, Michael D. McCool

Proceedings of the Graphics Interface 2000 Conference, 2000

Towards Interactive Bump Mapping with Anisotropic Shift-Variant BRDFs.

Jan Kautz, Hans-Peter Seidel

Proceedings of the 2000 ACM SIGGRAPH/EUROGRAPHICS Workshop on Graphics Hardware, 2000

1999

Interactive rendering with arbitrary BRDFs using separable approximations.

Jan Kautz, Michael D. McCool

Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, 1999

1998

Canned Lightsources.

Wolfgang Heidrich, Jan Kautz, Philipp Slusallek, Hans-Peter Seidel

Proceedings of the Rendering Techniques '98, Proceedings of the Eurographics Workshop in Vienna, Austria, June 29, 1998