Vincent Sitzmann

87 papers A* 21Misc 2Journal 60Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Robust Biharmonic Skinning Using Geometric Fields.
ACM Trans. Graph.
Ana Dodik, Vincent Sitzmann, Justin Solomon, Oded Stein
2026 J jnl
Scaling View Synthesis Transformers.
CoRR
Evan Kim, Hyunwoo Ryu, Thomas W. Mitchel, Vincent Sitzmann
2025 J jnl
Controlling diverse robots by inferring Jacobian fields with deep networks.
Nat.
Sizhe Lester Li, Annan Zhang, Boyuan Chen, Hanna Matusik, Chao Liu, Daniela Rus, Vincent Sitzmann
2025 J jnl
Dataset Distillation for Pre-Trained Self-Supervised Vision Models.
CoRR
George Cazenavette, Antonio Torralba, Vincent Sitzmann
2025 — conf
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent.
3DV
Cameron Smith, David Charatan, Ayush Tewari, Vincent Sitzmann
2025 J jnl
Generative View Stitching.
CoRR
Chonghyuk Song, Michal Starý, Boyuan Chen, George Kopanas, Vincent Sitzmann
2025 A* conf
History-Guided Video Diffusion.
ICML
Kiwhan Song, Boyuan Chen, Max Simchowitz, Yilun Du, Russ Tedrake, Vincent Sitzmann
2025 J jnl
History-Guided Video Diffusion.
CoRR
Kiwhan Song, Boyuan Chen, Max Simchowitz, Yilun Du, Russ Tedrake, Vincent Sitzmann
2025 J jnl
Large Video Planner Enables Generalizable Robot Control.
CoRR
Boyuan Chen, Tianyuan Zhang, Haoran Geng, Kiwhan Song, Caiyi Zhang, Peihao Li, William T. Freeman, Jitendra Malik, Pieter Abbeel, Russ Tedrake, Vincent Sitzmann, Yilun Du
2025 J jnl
Locality in Image Diffusion Models Emerges from Data Statistics.
CoRR
Artem Lukoianov, Chenyang Yuan, Justin Solomon, Vincent Sitzmann
2025 J jnl
Meschers: Geometry Processing of Impossible Objects.
ACM Trans. Graph.
Ana Dodik, Isabella Yu, Kartik Chandra, Jonathan Ragan-Kelley, Joshua B. Tenenbaum, Vincent Sitzmann, Justin Solomon
2025 J jnl
SIRE: SE(3) Intrinsic Rigidity Embeddings.
Trans. Mach. Learn. Res.
Cameron Omid Smith, Basile Van Hoorick, Chonghyuk Song, Vincent Sitzmann, Vitor Campagnolo Guizilini, Yue Wang
2025 J jnl
Selective Underfitting in Diffusion Models.
CoRR
Kiwhan Song, Jaeyeon Kim, Sitan Chen, Yilun Du, Sham M. Kakade, Vincent Sitzmann
2025 J jnl
Snapmoji: Instant Generation of Animatable Dual-Stylized Avatars.
CoRR
Eric M. Chen, Di Liu, Sizhuo Ma, Michael Vasilkovsky, Bing Zhou, Qiang Gao, Wenzhou Wang, Jiahao Luo, Dimitris N. Metaxas, Vincent Sitzmann, Jian Wang
2025 J jnl
True Self-Supervised Novel View Synthesis is Transferable.
CoRR
Thomas W. Mitchel, Hyunwoo Ryu, Vincent Sitzmann
2025 J jnl
Understanding Multi-View Transformers.
CoRR
Michal Starý, Julien Gaubil, Ayush Tewari, Vincent Sitzmann
2024 A* conf
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion.
NeurIPS
Boyuan Chen, Diego Marti Monso, Yilun Du, Max Simchowitz, Russ Tedrake, Vincent Sitzmann
2024 J jnl
Diffusion Forcing: Next-token Prediction Meets Full-Sequence Diffusion.
CoRR
Boyuan Chen, Diego Marti Monso, Yilun Du, Max Simchowitz, Russ Tedrake, Vincent Sitzmann
2024 A* conf
DittoGym: Learning to Control Soft Shape-Shifting Robots.
ICLR
Suning Huang, Boyuan Chen, Huazhe Xu, Vincent Sitzmann
2024 J jnl
DittoGym: Learning to Control Soft Shape-Shifting Robots.
CoRR
Suning Huang, Boyuan Chen, Huazhe Xu, Vincent Sitzmann
2024 J jnl
FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent.
CoRR
Cameron Smith, David Charatan, Ayush Tewari, Vincent Sitzmann
2024 A* conf
Intrinsic Image Diffusion for Indoor Single-view Material Estimation.
CVPR
Peter Kocsis, Vincent Sitzmann, Matthias Nießner
2024 A* conf
Neural Isometries: Taming Transformations for Equivariant ML.
NeurIPS
Thomas W. Mitchel, Michael J. Taylor, Vincent Sitzmann
2024 J jnl
Neural Isometries: Taming Transformations for Equivariant ML.
CoRR
Thomas W. Mitchel, Michael J. Taylor, Vincent Sitzmann
2024 A* conf
PixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction.
CVPR
David Charatan, Sizhe Lester Li, Andrea Tagliasacchi, Vincent Sitzmann
2024 J jnl
Robust Biharmonic Skinning Using Geometric Fields.
CoRR
Ana Dodik, Vincent Sitzmann, Justin Solomon, Oded Stein
2024 A* conf
Score Distillation via Reparametrized DDIM.
NeurIPS
Artem Lukoianov, Haitz Sáez de Ocáriz Borde, Kristjan H. Greenewald, Vitor Guizilini, Timur M. Bagautdinov, Vincent Sitzmann, Justin M. Solomon
2024 J jnl
Score Distillation via Reparametrized DDIM.
CoRR
Artem Lukoianov, Haitz Sáez de Ocáriz Borde, Kristjan H. Greenewald, Vitor Campagnolo Guizilini, Timur M. Bagautdinov, Vincent Sitzmann, Justin Solomon
2024 J jnl
Unifying 3D Representation and Control of Diverse Robots with a Single Camera.
CoRR
Sizhe Lester Li, Annan Zhang, Boyuan Chen, Hanna Matusik, Chao Liu, Daniela Rus, Vincent Sitzmann
2023 J jnl
Approaching human 3D shape perception with neurally mappable models.
CoRR
Thomas P. O'Connell, Tyler Bonnen, Yoni Friedman, Ayush Tewari, Joshua B. Tenenbaum, Vincent Sitzmann, Nancy Kanwisher
2023 A* conf
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields.
ICCV
Vitor Guizilini, Igor Vasiljevic, Jiading Fang, Rares Ambrus, Sergey Zakharov, Vincent Sitzmann, Adrien Gaidon
2023 J jnl
DeLiRa: Self-Supervised Depth, Light, and Radiance Fields.
CoRR
Vitor Guizilini, Igor Vasiljevic, Jiading Fang, Rares Ambrus, Sergey Zakharov, Vincent Sitzmann, Adrien Gaidon
2023 A* conf
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision.
NeurIPS
Ayush Tewari, Tianwei Yin, George Cazenavette, Semon Rezchikov, Josh Tenenbaum, Frédo Durand, Bill Freeman, Vincent Sitzmann
2023 J jnl
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision.
CoRR
Ayush Tewari, Tianwei Yin, George Cazenavette, Semon Rezchikov, Joshua B. Tenenbaum, Frédo Durand, William T. Freeman, Vincent Sitzmann
2023 A* conf
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow.
NeurIPS
Cameron Smith, Yilun Du, Ayush Tewari, Vincent Sitzmann
2023 J jnl
FlowCam: Training Generalizable 3D Radiance Fields without Camera Poses via Pixel-Aligned Scene Flow.
CoRR
Cameron Smith, Yilun Du, Ayush Tewari, Vincent Sitzmann
2023 J jnl
Intrinsic Image Diffusion for Single-view Material Estimation.
CoRR
Peter Kocsis, Vincent Sitzmann, Matthias Nießner
2023 A* conf
Learning to Render Novel Views from Wide-Baseline Stereo Pairs.
CVPR
Yilun Du, Cameron Smith, Ayush Tewari, Vincent Sitzmann
2023 J jnl
Learning to Render Novel Views from Wide-Baseline Stereo Pairs.
CoRR
Yilun Du, Cameron Smith, Ayush Tewari, Vincent Sitzmann
2023 — conf
Neural Fields for Visual Computing: SIGGRAPH 2023 Course.
SIGGRAPH Courses
Towaki Takikawa, Shunsuke Saito, James Tompkin, Vincent Sitzmann, Srinath Sridhar, Or Litany, Alex Yu
2023 A* conf
Neural Groundplans: Persistent Neural Scene Representations from a Single Image.
ICLR
Prafull Sharma, Ayush Tewari, Yilun Du, Sergey Zakharov, Rares Andrei Ambrus, Adrien Gaidon, William T. Freeman, Frédo Durand, Joshua B. Tenenbaum, Vincent Sitzmann
2023 J jnl
Unsupervised Discovery and Composition of Object Light Fields.
Trans. Mach. Learn. Res.
Cameron Smith, Hong-Xing Yu, Sergey Zakharov, Frédo Durand, Joshua B. Tenenbaum, Jiajun Wu, Vincent Sitzmann
2023 J jnl
Variational Barycentric Coordinates.
CoRR
Ana Dodik, Oded Stein, Vincent Sitzmann, Justin Solomon
2023 J jnl
Variational Barycentric Coordinates.
ACM Trans. Graph.
Ana Dodik, Oded Stein, Vincent Sitzmann, Justin Solomon
2023 J jnl
pixelSplat: 3D Gaussian Splats from Image Pairs for Scalable Generalizable 3D Reconstruction.
CoRR
David Charatan, Sizhe Li, Andrea Tagliasacchi, Vincent Sitzmann
2022 J jnl
Advances in Neural Rendering.
Comput. Graph. Forum
Ayush Tewari, Justus Thies, Ben Mildenhall, Pratul P. Srinivasan, Edgar Tretschk, Yifan Wang, Christoph Lassner, Vincent Sitzmann, Ricardo Martin-Brualla, Stephen Lombardi, Tomas Simon, Christian Theobalt, Matthias Nießner, Jonathan T. Barron, Gordon Wetzstein, Michael Zollhöfer, Vladislav Golyanik
2022 A* conf
Decomposing NeRF for Editing via Feature Field Distillation.
NeurIPS
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann
2022 J jnl
Decomposing NeRF for Editing via Feature Field Distillation.
CoRR
Sosuke Kobayashi, Eiichi Matsumoto, Vincent Sitzmann
2022 A* conf
Kubric: A scalable dataset generator.
CVPR
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam H. Laradji, Hsueh-Ti Derek Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, A. Cengiz Öztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi
2022 J jnl
Kubric: A scalable dataset generator.
CoRR
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J. Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam H. Laradji, Hsueh-Ti Derek Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Öztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi
2022 A* conf
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation.
ICRA
Anthony Simeonov, Yilun Du, Andrea Tagliasacchi, Joshua B. Tenenbaum, Alberto Rodriguez, Pulkit Agrawal, Vincent Sitzmann
2022 J jnl
Neural Fields in Visual Computing and Beyond.
Comput. Graph. Forum
Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar
2022 J jnl
Seeing 3D Objects in a Single Image via Self-Supervised Static-Dynamic Disentanglement.
CoRR
Prafull Sharma, Ayush Tewari, Yilun Du, Sergey Zakharov, Rares Ambrus, Adrien Gaidon, William T. Freeman, Frédo Durand, Joshua B. Tenenbaum, Vincent Sitzmann
2022 J jnl
Unsupervised Discovery and Composition of Object Light Fields.
CoRR
Cameron Smith, Hong-Xing Yu, Sergey Zakharov, Frédo Durand, Joshua B. Tenenbaum, Jiajun Wu, Vincent Sitzmann
2021 Misc conf
3D Neural Scene Representations for Visuomotor Control.
CoRL
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal, Antonio Torralba
2021 J jnl
3D Neural Scene Representations for Visuomotor Control.
CoRR
Yunzhu Li, Shuang Li, Vincent Sitzmann, Pulkit Agrawal, Antonio Torralba
2021 J jnl
Advances in Neural Rendering.
CoRR
Ayush Tewari, Justus Thies, Ben Mildenhall, Pratul P. Srinivasan, Edgar Tretschk, Wang Yifan, Christoph Lassner, Vincent Sitzmann, Ricardo Martin-Brualla, Stephen Lombardi, Tomas Simon, Christian Theobalt, Matthias Nießner, Jonathan T. Barron, Gordon Wetzstein, Michael Zollhöfer, Vladislav Golyanik
2021 — conf
Advances in neural rendering.
SIGGRAPH Courses
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Zexiang Xu, Tomas Simon, Matthias Nießner, Edgar Tretschk, Lingjie Liu, Ben Mildenhall, Pratul P. Srinivasan, Rohit Pandey, Sergio Orts-Escolano, Sean Ryan Fanello, Michelle Guo, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Daniel B. Goldman, Michael Zollhöfer
2021 J jnl
Deep Medial Fields.
CoRR
Daniel Rebain, Ke Li, Vincent Sitzmann, Soroosh Yazdani, Kwang Moo Yi, Andrea Tagliasacchi
2021 J jnl
Dirty Pixels: Towards End-to-end Image Processing and Perception.
ACM Trans. Graph.
Steven Diamond, Vincent Sitzmann, Frank D. Julca-Aguilar, Stephen P. Boyd, Gordon Wetzstein, Felix Heide
2021 A* conf
Learning Signal-Agnostic Manifolds of Neural Fields.
NeurIPS
Yilun Du, Katie Collins, Josh Tenenbaum, Vincent Sitzmann
2021 J jnl
Learning Signal-Agnostic Manifolds of Neural Fields.
CoRR
Yilun Du, Katherine M. Collins, Joshua B. Tenenbaum, Vincent Sitzmann
2021 A* conf
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering.
NeurIPS
Vincent Sitzmann, Semon Rezchikov, Bill Freeman, Josh Tenenbaum, Frédo Durand
2021 J jnl
Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering.
CoRR
Vincent Sitzmann, Semon Rezchikov, William T. Freeman, Joshua B. Tenenbaum, Frédo Durand
2021 J jnl
Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation.
CoRR
Anthony Simeonov, Yilun Du, Andrea Tagliasacchi, Joshua B. Tenenbaum, Alberto Rodriguez, Pulkit Agrawal, Vincent Sitzmann
2021 J jnl
Neural Fields in Visual Computing and Beyond.
CoRR
Yiheng Xie, Towaki Takikawa, Shunsuke Saito, Or Litany, Shiqin Yan, Numair Khan, Federico Tombari, James Tompkin, Vincent Sitzmann, Srinath Sridhar
2021 Misc conf
Single-Shot Scene Reconstruction.
CoRL
Sergey Zakharov, Rares Andrei Ambrus, Vitor Guizilini, Dennis Park, Wadim Kehl, Frédo Durand, Joshua B. Tenenbaum, Vincent Sitzmann, Jiajun Wu, Adrien Gaidon
2020 A* conf
Implicit Neural Representations with Periodic Activation Functions.
NeurIPS
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein
2020 J jnl
Implicit Neural Representations with Periodic Activation Functions.
CoRR
Vincent Sitzmann, Julien N. P. Martel, Alexander W. Bergman, David B. Lindell, Gordon Wetzstein
2020 J jnl
Inferring Semantic Information with 3D Neural Scene Representations.
CoRR
Amit P. S. Kohli, Vincent Sitzmann, Gordon Wetzstein
2020 A* conf
MetaSDF: Meta-Learning Signed Distance Functions.
NeurIPS
Vincent Sitzmann, Eric R. Chan, Richard Tucker, Noah Snavely, Gordon Wetzstein
2020 J jnl
MetaSDF: Meta-learning Signed Distance Functions.
CoRR
Vincent Sitzmann, Eric R. Chan, Richard Tucker, Noah Snavely, Gordon Wetzstein
2020 — conf
Semantic Implicit Neural Scene Representations With Semi-Supervised Training.
3DV
Amit Pal Singh Kohli, Vincent Sitzmann, Gordon Wetzstein
2020 J jnl
State of the Art on Neural Rendering.
Comput. Graph. Forum
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason M. Saragih, Matthias Nießner, Rohit Pandey, Sean Ryan Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B. Goldman, Michael Zollhöfer
2020 J jnl
State of the Art on Neural Rendering.
CoRR
Ayush Tewari, Ohad Fried, Justus Thies, Vincent Sitzmann, Stephen Lombardi, Kalyan Sunkavalli, Ricardo Martin-Brualla, Tomas Simon, Jason M. Saragih, Matthias Nießner, Rohit Pandey, Sean Ryan Fanello, Gordon Wetzstein, Jun-Yan Zhu, Christian Theobalt, Maneesh Agrawala, Eli Shechtman, Dan B. Goldman, Michael Zollhöfer
2019 A* conf
DeepVoxels: Learning Persistent 3D Feature Embeddings.
CVPR
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer
2019 A* conf
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations.
NeurIPS
Vincent Sitzmann, Michael Zollhöfer, Gordon Wetzstein
2019 J jnl
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations.
CoRR
Vincent Sitzmann, Michael Zollhöfer, Gordon Wetzstein
2018 J jnl
DeepVoxels: Learning Persistent 3D Feature Embeddings.
CoRR
Vincent Sitzmann, Justus Thies, Felix Heide, Matthias Nießner, Gordon Wetzstein, Michael Zollhöfer
2018 J jnl
End-to-end optimization of optics and image processing for achromatic extended depth of field and super-resolution imaging.
ACM Trans. Graph.
Vincent Sitzmann, Steven Diamond, Yifan Peng, Xiong Dun, Stephen P. Boyd, Wolfgang Heidrich, Felix Heide, Gordon Wetzstein
2018 J jnl
Movie Editing and Cognitive Event Segmentation in Virtual Reality Video.
CoRR
Ana Serrano, Vincent Sitzmann, Jaime Ruiz-Borau, Gordon Wetzstein, Diego Gutierrez, Belén Masiá
2018 J jnl
Saliency in VR: How Do People Explore Virtual Environments?
IEEE Trans. Vis. Comput. Graph.
Vincent Sitzmann, Ana Serrano, Amy Pavel, Maneesh Agrawala, Diego Gutierrez, Belén Masiá, Gordon Wetzstein
2018 J jnl
Towards a Machine-Learning Approach for Sickness Prediction in 360° Stereoscopic Videos.
IEEE Trans. Vis. Comput. Graph.
Nitish Padmanaban, Timon Ruban, Vincent Sitzmann, Anthony M. Norcia, Gordon Wetzstein
2017 J jnl
Dirty Pixels: Optimizing Image Classification Architectures for Raw Sensor Data.
CoRR
Steven Diamond, Vincent Sitzmann, Stephen P. Boyd, Gordon Wetzstein, Felix Heide
2017 J jnl
Movie editing and cognitive event segmentation in virtual reality video.
ACM Trans. Graph.
Ana Serrano, Vincent Sitzmann, Jaime Ruiz-Borau, Gordon Wetzstein, Diego Gutierrez, Belén Masiá
2017 J jnl
Unrolled Optimization with Deep Priors.
CoRR
Steven Diamond, Vincent Sitzmann, Felix Heide, Gordon Wetzstein
2016 J jnl
Saliency in VR: How do people explore virtual environments?
CoRR
Vincent Sitzmann, Ana Serrano, Amy Pavel, Maneesh Agrawala, Diego Gutierrez, Gordon Wetzstein