Vincent Sitzmann

About Vincent Sitzmann

Vincent Sitzmann, With an exceptional h-index of 22 and a recent h-index of 22 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Computer Vision, Artificial Intelligence, Neural Scene Representations, Computational Imaging.

His recent articles reflect a diverse array of research interests and contributions to the field:

FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent

Diffusion with forward models: Solving stochastic inverse problems without direct supervision

Systems and methods for reconstructing a scene in three dimensions from a two-dimensional image

DittoGym: Learning to Control Soft Shape-Shifting Robots

System and method of conditional neural floorplans for static-dynamic disentanglement

Intrinsic Image Diffusion for Single-view Material Estimation

pixelsplat: 3d gaussian splats from image pairs for scalable generalizable 3d reconstruction

Variational Barycentric Coordinates

Vincent Sitzmann Information

University

Position

Postdoctoral Researcher at MIT CSAIL

Citations(all)

7282

Citations(since 2020)

7116

Cited By

1317

hIndex(all)

22

hIndex(since 2020)

22

i10Index(all)

28

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Vincent Sitzmann Skills & Research Interests

Computer Vision

Artificial Intelligence

Neural Scene Representations

Computational Imaging

Top articles of Vincent Sitzmann

FlowMap: High-Quality Camera Poses, Intrinsics, and Depth via Gradient Descent

arXiv preprint arXiv:2404.15259

2024/4/23

Diffusion with forward models: Solving stochastic inverse problems without direct supervision

Advances in Neural Information Processing Systems

2024/2/13

George Cazenavette
George Cazenavette

H-Index: 2

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

Systems and methods for reconstructing a scene in three dimensions from a two-dimensional image

2024/1/30

DittoGym: Learning to Control Soft Shape-Shifting Robots

International Conference on Learning Representations (ICLR) 2024

2024/1/24

Boyuan Chen
Boyuan Chen

H-Index: 7

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

System and method of conditional neural floorplans for static-dynamic disentanglement

2024/1/4

Intrinsic Image Diffusion for Single-view Material Estimation

arXiv preprint arXiv:2312.12274

2023/12/19

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

Matthias Nießner
Matthias Nießner

H-Index: 44

pixelsplat: 3d gaussian splats from image pairs for scalable generalizable 3d reconstruction

arXiv preprint arXiv:2312.12337

2023/12/19

Variational Barycentric Coordinates

ACM Transactions on Graphics (TOG)

2023/12/4

Approaching human 3D shape perception with neurally mappable models

arXiv preprint arXiv:2308.11300

2023/8/22

Yoni Friedman
Yoni Friedman

H-Index: 0

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

Neural Fields for Visual Computing: SIGGRAPH 2023 Course

2023/7/24

Flowcam: training generalizable 3d radiance fields without camera poses via pixel-aligned scene flow

NeurIPS

2023/5/31

Learning to render novel views from wide-baseline stereo pairs

2023

DeLiRa: Self-Supervised Depth, Light, and Radiance Fields

2023

Igor Vasiljevic
Igor Vasiljevic

H-Index: 2

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

Decomposing nerf for editing via feature field distillation

Advances in Neural Information Processing Systems

2022/12/6

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

Neural groundplans: Persistent neural scene representations from a single image

arXiv preprint arXiv:2207.11232

2022/7/22

Neural descriptor fields: Se (3)-equivariant object representations for manipulation

ICRA

2022

Pulkit Agrawal
Pulkit Agrawal

H-Index: 18

Vincent Sitzmann
Vincent Sitzmann

H-Index: 13

Unsupervised discovery and composition of object light fields

TMLR

2023/5/8

Neural fields in visual computing and beyond

Computer Graphics Forum

2022/5

Advances in neural rendering

Computer Graphics Forum

2022/5

3d neural scene representations for visuomotor control

2022/1/11

See List of Professors in Vincent Sitzmann University(Massachusetts Institute of Technology)

Co-Authors

academic-engine