Peng, Songyou

25 publications

ICCV 2025 CL-Splats: Continual Learning of Gaussian Splatting with Local Optimization Jan Ackermann, Jonas Kulhanek, Shengqu Cai, Haofei Xu, Marc Pollefeys, Gordon Wetzstein, Leonidas J. Guibas, Songyou Peng

CVPR 2025 DepthSplat: Connecting Gaussian Splatting and Depth Haofei Xu, Songyou Peng, Fangjinhua Wang, Hermann Blum, Daniel Barath, Andreas Geiger, Marc Pollefeys

CVPR 2025 Free360: Layered Gaussian Splatting for Unbounded 360-Degree View Synthesis from Extremely Sparse and Unposed Views Chong Bao, Xiyu Zhang, Zehao Yu, Jiale Shi, Guofeng Zhang, Songyou Peng, Zhaopeng Cui

NeurIPS 2025 LODGE: Level-of-Detail Large-Scale Gaussian Splatting with Efficient Rendering Jonas Kulhanek, Marie-Julie Rakotosaona, Fabian Manhardt, Christina Tsalicoglou, Michael Niemeyer, Torsten Sattler, Songyou Peng, Federico Tombari

ICLR 2025 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

CVPR 2025 Prompting Depth Anything for 4k Resolution Accurate Metric Depth Estimation Haotong Lin, Sida Peng, Jingxiao Chen, Songyou Peng, Jiaming Sun, Minghuan Liu, Hujun Bao, Jiashi Feng, Xiaowei Zhou, Bingyi Kang

ICCV 2025 SplatTalk: 3D VQA with Gaussian Splatting Anh Thai, Songyou Peng, Kyle Genova, Leonidas Guibas, Thomas Funkhouser

ICCV 2025 Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images Boyang Deng, Songyou Peng, Kyle Genova, Gordon Wetzstein, Noah Snavely, Leonidas Guibas, Thomas Funkhouser

CVPR 2025 WildGS-SLAM: Monocular Gaussian Splatting SLAM in Dynamic Environments Jianhao Zheng, Zihan Zhu, Valentin Bieri, Marc Pollefeys, Songyou Peng, Iro Armeni

CVPR 2024 3D Neural Edge Reconstruction Lei Li, Songyou Peng, Zehao Yu, Shaohui Liu, Rémi Pautrat, Xiaochuan Yin, Marc Pollefeys

CVPR 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

ICLR 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

NeurIPS 2024 Renovating Names in Open-Vocabulary Segmentation Benchmarks Haiwen Huang, Songyou Peng, Dan Zhang, Andreas Geiger

ECCV 2024 Segment3D: Learning Fine-Grained Class-Agnostic 3D Segmentation Without Manual Labels Rui Huang, Songyou Peng, Ayca Takmaz, Federico Tombari, Marc Pollefeys, Shiji Song, Gao Huang, Francis Engelmann

NeurIPS 2024 WildGaussians: 3D Gaussian Splatting in the Wild Jonas Kulhanek, Songyou Peng, Zuzana Kukelova, Marc Pollefeys, Torsten Sattler

ICCV 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

CVPR 2023 OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng, Kyle Genova, Chiyu “Max” Jiang, Andrea Tagliasacchi, Marc Pollefeys, Thomas Funkhouser

NeurIPS 2022 MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction Zehao Yu, Songyou Peng, Michael Niemeyer, Torsten Sattler, Andreas Geiger

CVPR 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

WACV 2021 Dynamic Plane Convolutional Occupancy Networks Stefan Lionar, Daniil Emtsev, Dusan Svilarkovic, Songyou Peng

ICCV 2021 KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs Christian Reiser, Songyou Peng, Yiyi Liao, Andreas Geiger

NeurIPS 2021 Shape as Points: A Differentiable Poisson Solver Songyou Peng, Chiyu Jiang, Yiyi Liao, Michael Niemeyer, Marc Pollefeys, Andreas Geiger

ICCV 2021 UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle, Songyou Peng, Andreas Geiger

ECCV 2020 Convolutional Occupancy Networks Songyou Peng, Michael Niemeyer, Lars Mescheder, Marc Pollefeys, Andreas Geiger

ICCVW 2017 Depth Super-Resolution Meets Uncalibrated Photometric Stereo Songyou Peng, Bjoern Haefner, Yvain Quéau, Daniel Cremers