Konstantinos G. Derpanis

According to our database, Konstantinos G. Derpanis authored at least 81 papers between 2001 and 2025.

Collaborative distances:

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

2025

Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks.

Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024

Position, Padding and Predictions: A Deeper Look at Position Information in CNNs.

Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

Int. J. Comput. Vis., September, 2024

PolyOculus: Simultaneous Multi-view Image-Based Novel View Synthesis.

Jason J. Yu, Tristan Aumentado-Armstrong, Fereshteh Forghani, Konstantinos G. Derpanis, Marcus A. Brubaker

Proceedings of the Computer Vision - ECCV 2024, 2024

Watch Your Steps: Local Image and Scene Editing by Text Instructions.

Ashkan Mirzaei, Tristan Aumentado-Armstrong, Marcus A. Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G. Derpanis, Igor Gilitschenski

Proceedings of the Computer Vision - ECCV 2024, 2024

Visual Concept Connectome (VCC): Open World Concept Discovery and Their Interlayer Connections in Deep Models.

Matthew Kowal, Richard P. Wildes, Konstantinos G. Derpanis

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

Understanding Video Transformers via Universal Concept Discovery.

Matthew Kowal, Achal Dave, Rares Ambrus, Adrien Gaidon, Konstantinos G. Derpanis, Pavel Tokmakov

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

2023

SegMix: Co-occurrence Driven Mixup for Semantic Segmentation and Adversarial Robustness.

Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce

Int. J. Comput. Vis., March, 2023

Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations.

Tristan Aumentado-Armstrong, Ashkan Mirzaei, Marcus A. Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G. Derpanis, Igor Gilitschenski

CoRR, 2023

Dual-Camera Joint Deblurring-Denoising.

Shayan Shekarforoush, Amanpreet Walia, Marcus A. Brubaker, Konstantinos G. Derpanis, Alex Levinshtein

CoRR, 2023

StepFormer: Self-supervised Step Discovery and Localization in Instructional Videos.

Nikita Dvornik, Isma Hadji, Ran Zhang, Konstantinos G. Derpanis, Animesh Garg, Richard P. Wildes, Allan D. Jepson

CoRR, 2023

Long-Term Photometric Consistent Novel View Synthesis with Diffusion Models.

Jason J. Yu, Fereshteh Forghani, Konstantinos G. Derpanis, Marcus A. Brubaker

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

Reference-guided Controllable Inpainting of Neural Radiance Fields.

Ashkan Mirzaei, Tristan Aumentado-Armstrong, Marcus A. Brubaker, Jonathan Kelly, Alex Levinshtein, Konstantinos G. Derpanis, Igor Gilitschenski

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

GePSAn: Generative Procedure Step Anticipation in Cooking Videos.

Mohamed Ashraf Abdelsalam, Samrudhdhi B. Rangrej, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Afsaneh Fazly

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

SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields.

Ashkan Mirzaei, Tristan Aumentado-Armstrong, Konstantinos G. Derpanis, Jonathan Kelly, Marcus A. Brubaker, Igor Gilitschenski, Alex Levinshtein

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

NTIRE 2023 Challenge on Image Denoising: Methods and Results.

Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Zhijun Tu, Kunpeng Du, Hailing Wang, Hanting Chen, Wei Li, Xiaofei Wang, Jie Hu, Yunhe Wang, Xiangyu Kong, Jinlong Wu, Dafeng Zhang, Jianxing Zhang, Shuai Liu, Furui Bai, Chaoyu Feng, Hao Wang, Yuqian Zhang, Guangqi Shao, Xiaotao Wang, Lei Lei, Rongjian Xu, Zhilu Zhang, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qi Wu, Mingyan Han, Shen Cheng, Haipeng Li, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Jinting Luo, Wenjie Lin, Lei Yu, Haoqiang Fan, Shuaicheng Liu, Aditya Arora, Syed Waqas Zamir, Javier Vazquez-Corral, Konstantinos G. Derpanis, Michael S. Brown, Hao Li, Zhihao Zhao, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Bo Yang, Jingxiang Chen, Chenghua Li, Xi Zhang, Zhao Zhang, Jiahuan Ren, Zhicheng Ji, Kang Miao, Suiyi Zhao, Huan Zheng, Yanyan Wei, Kangliang Liu, Xiangcheng Du, Sijie Liu, Yingbin Zheng, Xingjiao Wu, Cheng Jin, Rajeev Irny, Sriharsha Koundinya, Vighnesh Kamath, Gaurav Khandelwal, Sunder Ali Khowaja, Jiseok Yoon, Ik Hyun Lee, Shijie Chen, Chengqiang Zhao, Huabin Yang, Zhongjian Zhang, Junjia Huang, Yanru Zhang

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

StepFormer: Self-Supervised Step Discovery and Localization in Instructional Videos.

Nikita Dvornik, Isma Hadji, Ran Zhang, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson

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

2022

Semantic keypoint-based pose estimation from single RGB frames.

Karl Schmeckpeper, Philip R. Osteen, Yufu Wang, Georgios Pavlakos, Kenneth Chaney, Wyatt Jordan, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

Field Robotics, March, 2022

P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision.

He Zhao, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson

CoRR, 2022

Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations.

Leila Pishdad, Ran Zhang, Konstantinos G. Derpanis, Allan D. Jepson, Afsaneh Fazly

CoRR, 2022

Temporal Transductive Inference for Few-Shot Video Object Segmentation.

Mennatullah Siam, Konstantinos G. Derpanis, Richard P. Wildes

CoRR, 2022

A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information.

Matthew Kowal, Mennatullah Siam, Md. Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

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

P³IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision.

He Zhao, Isma Hadji, Nikita Dvornik, Konstantinos G. Derpanis, Richard P. Wildes, Allan D. Jepson

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

SAGE: Saliency-Guided Mixup with Optimal Rearrangements.

Avery Ma, Nikita Dvornik, Ran Zhang, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly

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

Maximizing Mutual Shape Information.

Md. Amirul Islam, Matthew Kowal, Patrick Esser, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce

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

2021

Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers.

Nikita Dvornik, Isma Hadji, Konstantinos G. Derpanis, Animesh Garg, Allan D. Jepson

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

Personalized Multi-modal Video Retrieval on Mobile Devices.

Haotian Zhang, Allan D. Jepson, Iqbal Mohomed, Konstantinos G. Derpanis, Ran Zhang, Afsaneh Fazly

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Shape or Texture: Understanding Discriminative Features in CNNs.

Md. Amirul Islam, Matthew Kowal, Patrick Esser, Sen Jia, Björn Ommer, Konstantinos G. Derpanis, Neil D. B. Bruce

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

Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs.

Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

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

Representation Learning via Global Temporal Alignment and Cycle-Consistency.

Isma Hadji, Konstantinos G. Derpanis, Allan D. Jepson

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

Stochastic Image-to-Video Synthesis Using cINNs.

Michael Dorkenwald, Timo Milbich, Andreas Blattmann, Robin Rombach, Konstantinos G. Derpanis, Björn Ommer

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

Learning Multi-Scale Photo Exposure Correction.

Mahmoud Afifi, Konstantinos G. Derpanis, Björn Ommer, Michael S. Brown

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

Simpler Does It: Generating Semantic Labels with Objectness Guidance.

Md. Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce

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

2020

Learning to Correct Overexposed and Underexposed Photos.

Mahmoud Afifi, Konstantinos G. Derpanis, Björn Ommer, Michael S. Brown

CoRR, 2020

DATNet: Dense Auxiliary Tasks for Object Detection.

Alex Levinshtein, Alborz Rezazadeh Sereshkeh, Konstantinos G. Derpanis

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

Wavelet Flow: Fast Training of High Resolution Normalizing Flows.

Jason J. Yu, Konstantinos G. Derpanis, Marcus A. Brubaker

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

Keyframing the Future: Keyframe Discovery for Visual Prediction and Planning.

Karl Pertsch, Oleh Rybkin, Jingyun Yang, Shenghao Zhou, Konstantinos G. Derpanis, Kostas Daniilidis, Joseph J. Lim, Andrew Jaegle

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

RankMI: A Mutual Information Maximizing Ranking Loss.

Mete Kemertas, Leila Pishdad, Konstantinos G. Derpanis, Afsaneh Fazly

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

Feature Binding with Category-Dependant MixUp for Semantic Segmentation and Adversarial Robustness.

Md. Amirul Islam, Matthew Kowal, Konstantinos G. Derpanis, Neil D. B. Bruce

Proceedings of the 31st British Machine Vision Conference 2020, 2020

Cycle-Consistent Generative Rendering for 2D-3D Modality Translation.

Tristan Aumentado-Armstrong, Alex Levinshtein, Stavros Tsogkas, Konstantinos G. Derpanis, Allan D. Jepson

Proceedings of the 8th International Conference on 3D Vision, 2020

2019

MonoCap: Monocular Human Motion Capture using a CNN Coupled with a Geometric Prior.

Xiaowei Zhou, Menglong Zhu, Georgios Pavlakos, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis

IEEE Trans. Pattern Anal. Mach. Intell., 2019

KeyIn: Discovering Subgoal Structure with Keyframe-based Video Prediction.

Karl Pertsch, Oleh Rybkin, Jingyun Yang, Konstantinos G. Derpanis, Joseph J. Lim, Kostas Daniilidis, Andrew Jaegle

CoRR, 2019

UAN: Unified Attention Network for Convolutional Neural Networks.

Tony Joseph, Konstantinos G. Derpanis, Faisal Z. Qureshi

CoRR, 2019

Learning what you can do before doing anything.

Oleh Rybkin, Karl Pertsch, Konstantinos G. Derpanis, Kostas Daniilidis, Andrew Jaegle

Proceedings of the 7th International Conference on Learning Representations, 2019

End-to-End Learning of Representations for Asynchronous Event-Based Data.

Daniel Gehrig, Antonio Loquercio, Konstantinos G. Derpanis, Davide Scaramuzza

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

Joint Spatial and Layer Attention for Convolutional Networks.

Tony Joseph, Konstantinos G. Derpanis, Faisal Z. Qureshi

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

SIPs: Succinct Interest Points from Unsupervised Inlierness Probability Learning.

Titus Cieslewski, Konstantinos G. Derpanis, Davide Scaramuzza

Proceedings of the 2019 International Conference on 3D Vision, 2019

2018

Unsupervised Learning of Sensorimotor Affordances by Stochastic Future Prediction.

Oleh Rybkin, Karl Pertsch, Andrew Jaegle, Konstantinos G. Derpanis, Kostas Daniilidis

CoRR, 2018

Predicting the Future with Transformational States.

Andrew Jaegle, Oleh Rybkin, Konstantinos G. Derpanis, Kostas Daniilidis

CoRR, 2018

Convolutional Photomosaic Generation via Multi-scale Perceptual Losses.

Matthew Tesfaldet, Nariman Saftarli, Marcus A. Brubaker, Konstantinos G. Derpanis

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Two-Stream Convolutional Networks for Dynamic Texture Synthesis.

Matthew Tesfaldet, Marcus A. Brubaker, Konstantinos G. Derpanis

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

2017

Building Usage Profiles Using Deep Neural Nets.

Domenic Curro, Konstantinos G. Derpanis, Andriy V. Miranskyy

Proceedings of the 39th IEEE/ACM International Conference on Software Engineering: New Ideas and Emerging Technologies Results Track, 2017

6-DoF object pose from semantic keypoints.

Georgios Pavlakos, Xiaowei Zhou, Aaron Chan, Konstantinos G. Derpanis, Kostas Daniilidis

Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Segmentation-Aware Convolutional Networks Using Local Attention Masks.

Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos

Proceedings of the IEEE International Conference on Computer Vision, 2017

Coarse-to-Fine Volumetric Prediction for Single-Image 3D Human Pose.

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

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

Harvesting Multiple Views for Marker-Less 3D Human Pose Annotations.

Georgios Pavlakos, Xiaowei Zhou, Konstantinos G. Derpanis, Kostas Daniilidis

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

2016

What is a Hole? Discovering Access Holes in Disaster Rubble with Functional and Photometric Attributes.

Christopher Kong, Alexander Ferworn, James Elliott Coleshill, Jimmy Tran, Konstantinos G. Derpanis

J. Field Robotics, 2016

Back to Basics: Unsupervised Learning of Optical Flow via Brightness Constancy and Motion Smoothness.

Jason J. Yu, Adam W. Harley, Konstantinos G. Derpanis

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular Video.

Xiaowei Zhou, Menglong Zhu, Spyridon Leonardos, Konstantinos G. Derpanis, Kostas Daniilidis

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

2015

Learning Dense Convolutional Embeddings for Semantic Segmentation.

Adam W. Harley, Konstantinos G. Derpanis, Iasonas Kokkinos

CoRR, 2015

Evaluation of deep convolutional nets for document image classification and retrieval.

Adam W. Harley, Alex Ufkes, Konstantinos G. Derpanis

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014

Single image 3D object detection and pose estimation for grasping.

Menglong Zhu, Konstantinos G. Derpanis, Yinfei Yang, Samarth Brahmbhatt, Mabel M. Zhang, Cody J. Phillips, Matthieu Lecce, Kostas Daniilidis

Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013

Action Spotting and Recognition Based on a Spatiotemporal Orientation Analysis.

Konstantinos G. Derpanis, Mikhail Sizintsev, Kevin J. Cannons, Richard P. Wildes

IEEE Trans. Pattern Anal. Mach. Intell., 2013

Toward the automatic detection of access holes in disaster rubble.

Christopher Kong, Alexander Ferworn, Jimmy Tran, Scott Herman, James Elliott Coleshill, Konstantinos G. Derpanis

Proceedings of the IEEE International Symposium on Safety, Security, and Rescue Robotics, 2013

From Actemes to Action: A Strongly-Supervised Representation for Detailed Action Understanding.

Weiyu Zhang, Menglong Zhu, Konstantinos G. Derpanis

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

Spacetime Texture Representation and Recognition Based on a Spatiotemporal Orientation Analysis.

Konstantinos G. Derpanis, Richard P. Wildes

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Robot localization using soft object detection.

Roy Anati, Davide Scaramuzza, Konstantinos G. Derpanis, Kostas Daniilidis

Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Dynamic scene understanding: The role of orientation features in space and time in scene classification.

Konstantinos G. Derpanis, Matthieu Lecce, Kostas Daniilidis, Richard P. Wildes

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011

Classification of traffic video based on a spatiotemporal orientation analysis.

Konstantinos G. Derpanis, Richard P. Wildes

Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV 2011), 2011

A novel stereoscopic cue for figure-ground segregation of semi-transparent objects.

Cody J. Phillips, Konstantinos G. Derpanis, Kostas Daniilidis

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010

The Structure of Multiplicative Motions in Natural Imagery.

Konstantinos G. Derpanis, Richard P. Wildes

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Dynamic texture recognition based on distributions of spacetime oriented structure.

Konstantinos G. Derpanis, Richard P. Wildes

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Efficient action spotting based on a spacetime oriented structure representation.

Konstantinos G. Derpanis, Mikhail Sizintsev, Kevin J. Cannons, Richard P. Wildes

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Early spatiotemporal grouping with a distributed oriented energy representation.

Konstantinos G. Derpanis, Richard P. Wildes

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

Detecting Spatiotemporal Structure Boundaries: Beyond Motion Discontinuities.

Konstantinos G. Derpanis, Richard P. Wildes

Proceedings of the Computer Vision, 2009

2008

Definition and recovery of kinematic features for recognition of American sign language movements.

Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos

Image Vis. Comput., 2008

Histogram-based search: A comparative study.

Mikhail Sizintsev, Konstantinos G. Derpanis, Andrew Hogue

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Fast Scale-Space Feature Representations by Generalized Integral Images.

Konstantinos G. Derpanis, Erich T. H. Leung, Mikhail Sizintsev

Proceedings of the International Conference on Image Processing, 2007

2006

Adaptive Step Size Window Matching for Detection.

Nathan Mekuz, Konstantinos G. Derpanis, John K. Tsotsos

Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005

Three-dimensional nth derivative of Gaussian separable steerable filters.

Konstantinos G. Derpanis, Jacob M. Gryn

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

Hand Gesture Recognition within a Linguistics-Based Framework.

Konstantinos G. Derpanis, Richard P. Wildes, John K. Tsotsos

Proceedings of the Computer Vision, 2004

2001

SAVI: an actively controlled teleconferencing system.

Rainer Herpers, Konstantinos G. Derpanis, W. James MacLean, Gilbert Verghese, Michael R. M. Jenkin, Evangelos E. Milios, Allan D. Jepson, John K. Tsotsos

Image Vis. Comput., 2001