Discriminative shape from shading in uncalibrated illumination. - Stephan R. Richter; Stefan Roth 001 (CVPR, 2015)

A discriminative approach to perspective shape from shading in uncalibrated illumination. - Stephan R. Richter; Stefan Roth 001 (Comput. Graph., 2015)

Playing for Data: Ground Truth from Computer Games. - Stephan R. Richter; Vibhav Vineet; Stefan Roth 001; Vladlen Koltun (ECCV (2), 2016)

Playing for Benchmarks. - Stephan R. Richter; Zeeshan Hayder; Vladlen Koltun (ICCV, 2017)

Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers. - Stephan R. Richter; Stefan Roth 001 (CVPR, 2018)

What Do Single-View 3D Reconstruction Networks Learn? - Maxim Tatarchenko; Stephan R. Richter; René Ranftl; Zhuwen Li; Vladlen Koltun; Thomas Brox (CVPR, 2019)

MeshSDF: Differentiable Iso-Surface Extraction. - Edoardo Remelli; Artem Lukoianov; Stephan R. Richter; Benoît Guillard; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (NeurIPS, 2020)

Visual Perception with Synthetic Data. - Stephan R. Richter (2020)

Looking Beyond Single Images for Contrastive Semantic Segmentation Learning. - Feihu Zhang; Philip H. S. Torr; René Ranftl; Stephan R. Richter (NeurIPS, 2021)

DeepMesh: Differentiable Iso-Surface Extraction. - Benoît Guillard; Edoardo Remelli; Artem Lukoianov; Stephan R. Richter; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (CoRR, 2021)

Dancing under the stars: video denoising in starlight. - Kristina Monakhova; Stephan R. Richter; Laura Waller; Vladlen Koltun (CVPR, 2022)

Unsupervised Contrastive Domain Adaptation for Semantic Segmentation. - Feihu Zhang; Vladlen Koltun; Philip H. S. Torr; René Ranftl; Stephan R. Richter (CoRR, 2022)

Enhancing Photorealism Enhancement. - Stephan R. Richter; Hassan Abu Alhaija; Vladlen Koltun (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Objects With Lighting: A Real-World Dataset for Evaluating Reconstruction and Rendering for Object Relighting. - Benjamin Ummenhofer; Sanskar Agrawal; Rene Sepúlveda; Yixing Lao; Kai Zhang; Tianhang Cheng; Stephan R. Richter; Shenlong Wang; Germán Ros (3DV, 2024)

DeepMesh: Differentiable Iso-Surface Extraction. - Benoît Guillard; Edoardo Remelli; Artem Lukoianov; Pierre Yvernay; Stephan R. Richter; Timur M. Bagautdinov; Pierre Baqué; Pascal Fua (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Depth Pro: Sharp Monocular Metric Depth in Less Than a Second. - Alexey Bochkovskiy; Amaël Delaunoy; Hugo Germain; Marcel Santos; Yichao Zhou; Stephan R. Richter; Vladlen Koltun (ICLR, 2025)

CoMotion: Concurrent Multi-person 3D Motion. - Alejandro Newell; Peiyun Hu; Lahav Lipson; Stephan R. Richter; Vladlen Koltun (ICLR, 2025)