Sotabase

Career

· Researcher at Berkeley Artificial Intelligence Research Lab (BAIR), UC Berkeley2024–
· Graduate Student, UC Berkeley2012–

Publications (34)

Local light field fusion
ACM Transactions on Graphics · 2019
1,273
cited
Learning a Multi-View Stereo Machine
Neural Information Processing Systems · 2017
574
cited
Category-specific object reconstruction from a single image
Computer Vision and Pattern Recognition · 2014
292
cited
Unsupervised Semantic Correspondence Using Stable Diffusion
Neural Information Processing Systems · 2023
127
cited
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation
Neural Information Processing Systems · 2023
126
cited
3D Gaussian Splatting as Markov Chain Monte Carlo
Neural Information Processing Systems · 2024
120
cited
Monocular Depth Estimation using Diffusion Models
arXiv.org · 2023
105
cited
SAMURAI: Shape And Material from Unconstrained Real-world Arbitrary Image collections
Neural Information Processing Systems · 2022
92
cited
Learning Category-Specific Deformable 3D Models for Object Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017
78
cited
Skeletal Tracking using Microsoft Kinect
2011
63
cited
Amodal Completion and Size Constancy in Natural Scenes
IEEE International Conference on Computer Vision · 2015
62
cited
SLIDE: Single Image 3D Photography with Soft Layering and Depth-aware Inpainting
IEEE International Conference on Computer Vision · 2021
61
cited
NeRFiller: Completing Scenes via Generative 3D Inpainting
Computer Vision and Pattern Recognition · 2023
57
cited
Stock Prediction using Artificial Neural Networks
56
cited
The three R's of computer vision: Recognition, reconstruction and reorganization
Pattern Recognition Letters · 2016
50
cited
LU-NeRF: Scene and Pose Estimation by Synchronizing Local Unposed NeRFs
IEEE International Conference on Computer Vision · 2023
43
cited
Learning Independent Object Motion From Unlabelled Stereoscopic Videos
Computer Vision and Pattern Recognition · 2019
36
cited
Virtual view networks for object reconstruction
Computer Vision and Pattern Recognition · 2014
34
cited
Rapsai: Accelerating Machine Learning Prototyping of Multimedia Applications through Visual Programming
International Conference on Human Factors in Computing Systems · 2023
32
cited
ASIC: Aligning Sparse in-the-wild Image Collections
IEEE International Conference on Computer Vision · 2023
28
cited
Sotabase
Abhishek Kar | Researcher Profile | Sotabase | Sotabase