Songyou Peng

According to our database, Songyou Peng authored at least 38 papers between 2017 and 2024.

Collaborative distances:

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

2024

No Pose, No Problem: Surprisingly Simple 3D Gaussian Splats from Sparse Unposed Images.

Botao Ye, Sifei Liu, Haofei Xu, Xueting Li, Marc Pollefeys, Ming-Hsuan Yang, Songyou Peng

CoRR, 2024

DepthSplat: Connecting Gaussian Splatting and Depth.

Haofei Xu, Songyou Peng, Fangjinhua Wang, Hermann Blum, Daniel Barath, Andreas Geiger, Marc Pollefeys

CoRR, 2024

WildGaussians: 3D Gaussian Splatting in the Wild.

Jonas Kulhanek, Songyou Peng, Zuzana Kukelova, Marc Pollefeys, Torsten Sattler

CoRR, 2024

OpenDAS: Domain Adaptation for Open-Vocabulary Segmentation.

Gonca Yilmaz, Songyou Peng, Francis Engelmann, Marc Pollefeys, Hermann Blum

CoRR, 2024

When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models.

Xianzheng Ma, Yash Bhalgat, Brandon Smart, Shuai Chen, Xinghui Li, Jian Ding, Jindong Gu, Dave Zhenyu Chen, Songyou Peng, Jia-Wang Bian, Philip H. S. Torr, Marc Pollefeys, Matthias Nießner, Ian D. Reid, Angel X. Chang, Iro Laina, Victor Adrian Prisacariu

CoRR, 2024

NeRF in Robotics: A Survey.

Guangming Wang, Lei Pan, Songyou Peng, Shaohui Liu, Chenfeng Xu, Yanzi Miao, Wei Zhan, Masayoshi Tomizuka, Marc Pollefeys, Hesheng Wang

CoRR, 2024

Renovating Names in Open-Vocabulary Segmentation Benchmarks.

Haiwen Huang, Songyou Peng, Dan Zhang, Andreas Geiger

CoRR, 2024

OpenSUN3D: 1st Workshop Challenge on Open-Vocabulary 3D Scene Understanding.

Francis Engelmann, Ayça Takmaz, Jonas Schult, Elisabetta Fedele, Johanna Wald, Songyou Peng, Xi Wang, Or Litany, Siyu Tang, Federico Tombari, Marc Pollefeys, Leonidas J. Guibas, Hongbo Tian, Chunjie Wang, Xiaosheng Yan, Bingwen Wang, Xuanyang Zhang, Xiao Liu, Phuc Nguyen, Khoi Nguyen, Anh Tran, Cuong Pham, Zhening Huang, Xiaoyang Wu, Xi Chen, Hengshuang Zhao, Lei Zhu, Joan Lasenby

CoRR, 2024

Parameter-Efficient Orthogonal Finetuning via Butterfly Factorization.

Weiyang Liu, Zeju Qiu, Yao Feng, Yuliang Xiu, Yuxuan Xue, Longhui Yu, Haiwen Feng, Zhen Liu, Juyeon Heo, Songyou Peng, Yandong Wen, Michael J. Black, Adrian Weller, Bernhard Schölkopf

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation Without Manual Labels.

Rui Huang, Songyou Peng, Ayça Takmaz, Federico Tombari, Marc Pollefeys, Shiji Song, Gao Huang, Francis Engelmann

Proceedings of the Computer Vision - ECCV 2024, 2024

NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild.

Weining Ren, Zihan Zhu, Boyang Sun, Jiaqi Chen, Marc Pollefeys, Songyou Peng

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

3D Neural Edge Reconstruction.

Lei Li, Songyou Peng, Zehao Yu, Shaohui Liu, Rémi Pautrat, Xiaochuan Yin, Marc Pollefeys

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

NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM.

Zihan Zhu, Songyou Peng, Viktor Larsson, Zhaopeng Cui, Martin R. Oswald, Andreas Geiger, Marc Pollefeys

Proceedings of the International Conference on 3D Vision, 2024

FastHuman: Reconstructing High-Quality Clothed Human in Minutes.

Lixiang Lin, Songyou Peng, Qijun Gan, Jianke Zhu

Proceedings of the International Conference on 3D Vision, 2024

2023

Neural Scene Representations for 3D Reconstruction and Scene Understanding.

Songyou Peng

PhD thesis, 2023

Ternary-type Opacity and Hybrid Odometry for RGB-only NeRF-SLAM.

Junru Lin, Asen Nachkov, Songyou Peng, Luc Van Gool, Danda Pani Paudel

CoRR, 2023

DiffDreamer: Towards Consistent Unsupervised Single-view Scene Extrapolation with Conditional Diffusion Models.

Shengqu Cai, Eric Ryan Chan, Songyou Peng, Mohamad Shahbazi, Anton Obukhov, Luc Van Gool, Gordon Wetzstein

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

OpenScene: 3D Scene Understanding with Open Vocabularies.

Songyou Peng, Kyle Genova, Chiyu Max Jiang, Andrea Tagliasacchi, Marc Pollefeys, Thomas A. Funkhouser

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

2022

PersEmoN: A Deep Network for Joint Analysis of Apparent Personality, Emotion and Their Relationship.

Le Zhang, Songyou Peng, Stefan Winkler

IEEE Trans. Affect. Comput., 2022

PatchShading: High-Quality Human Reconstruction by Patch Warping and Shading Refinement.

Lixiang Lin, Songyou Peng, Qijun Gan, Jianke Zhu

CoRR, 2022

DiffDreamer: Consistent Single-view Perpetual View Generation with Conditional Diffusion Models.

Shengqu Cai, Eric Ryan Chan, Songyou Peng, Mohamad Shahbazi, Anton Obukhov, Luc Van Gool, Gordon Wetzstein

CoRR, 2022

3D Textured Shape Recovery with Learned Geometric Priors.

Lei Li, Zhizheng Liu, Weining Ren, Liudi Yang, Fangjinhua Wang, Marc Pollefeys, Songyou Peng

CoRR, 2022

MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction.

Zehao Yu, Songyou Peng, Michael Niemeyer, Torsten Sattler, Andreas Geiger

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

NICE-SLAM: Neural Implicit Scalable Encoding for SLAM.

Zihan Zhu, Songyou Peng, Viktor Larsson, Weiwei Xu, Hujun Bao, Zhaopeng Cui, Martin R. Oswald, Marc Pollefeys

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

2021

Dynamic Plane Convolutional Occupancy Networks.

Stefan Lionar, Daniil Emtsev, Dusan Svilarkovic, Songyou Peng

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Shape As Points: A Differentiable Poisson Solver.

Songyou Peng, Chiyu Jiang, Yiyi Liao, Michael Niemeyer, Marc Pollefeys, Andreas Geiger

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

KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs.

Christian Reiser, Songyou Peng, Yiyi Liao, Andreas Geiger

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

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction.

Michael Oechsle, Songyou Peng, Andreas Geiger

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

2020

Photometric Depth Super-Resolution.

Bjoern Haefner, Songyou Peng, Alok Verma, Yvain Quéau, Daniel Cremers

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

Convolutional Occupancy Networks.

Songyou Peng, Michael Niemeyer, Lars M. Mescheder, Marc Pollefeys, Andreas Geiger

Proceedings of the Computer Vision - ECCV 2020, 2020

DIST: Rendering Deep Implicit Signed Distance Function With Differentiable Sphere Tracing.

Shaohui Liu, Yinda Zhang, Songyou Peng, Boxin Shi, Marc Pollefeys, Zhaopeng Cui

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

2019

A Hybrid SLAM and Object Recognition System for Pepper Robot.

Paola Ardón, Kaisar Kushibar, Songyou Peng

CoRR, 2019

Calibration Wizard: A Guidance System for Camera Calibration Based on Modelling Geometric and Corner Uncertainty.

Songyou Peng, Peter F. Sturm

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

Semi-Supervised Self-Taught Deep Learning for Finger Bones Segmentation.

Ziyuan Zhao, Xiaoman Zhang, Cen Chen, Wei Li, Songyou Peng, Jie Wang, Xulei Yang, Le Zhang, Zeng Zeng

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018

Calibration Wizard: A Guidance System for Camera Calibration.

Songyou Peng, Peter Sturm

CoRR, 2018

A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues.

Songyou Peng, Le Zhang, Yutong Ban, Meng Fang, Stefan Winkler

CoRR, 2018

Give Me One Portrait Image, I Will Tell You Your Emotion and Personality.

Songyou Peng, Le Zhang, Stefan Winkler, Marianne Winslett

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

2017

Depth Super-Resolution Meets Uncalibrated Photometric Stereo.

Songyou Peng, Bjoern Haefner, Yvain Quéau, Daniel Cremers

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017