Shoubhik Debnath

Research Engineer, FAIR, Meta AI

Joined

September 2019

Names

Shoubhik Debnath (Preferred)

Emails

****@gmail.com (Confirmed)

****@nvidia.com (Confirmed)

****@fb.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Research Engineer

FAIR, Meta AI (meta.com)

2022 – Present

Research and Development Engineer

NVIDIA (nvidia.com)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Gaurav Sukhatme

2016 – 2018

Expertise

Computer Vision

Present

Deep Learning

Present

Representation Learning

Present

Masked Autoencoder

Present

Publications

SAM 3: Segment Anything with Concepts
Nicolas Carion, Laura Gustafson, Yuan-Ting Hu, Shoubhik Debnath, Ronghang Hu, Didac Suris Coll-Vinent, Chaitanya Ryali, Kalyan Vasudev Alwala, Haitham Khedr, Andrew Huang, Jie Lei, Tengyu Ma, Baishan Guo, Arpit Kalla, Markus Marks, Joseph Greer, Meng Wang, Peize Sun, Roman Rädle, Triantafyllos Afouras et al. (18 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
ConvNeXt V2: Co-designing and Scaling ConvNets with Masked Autoencoders
Sanghyun Woo, Shoubhik Debnath, Ronghang Hu, Xinlei Chen, Zhuang Liu, In So Kweon, Saining Xie
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
Exploring Long-Sequence Masked Autoencoders
Ronghang Hu, Shoubhik Debnath, Saining Xie, Xinlei Chen
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
RGB-D Local Implicit Function for Depth Completion of Transparent Objects
Luyang Zhu, Arsalan Mousavian, Yu Xiang, Hammad Mazhar, Jozef van Eenbergen, Shoubhik Debnath, Dieter Fox
- 2021 (modified: 19 Oct 2022)
- CVPR 2021
- Readers: Everyone
Self-Supervised Real-to-Sim Scene Generation
Aayush Prakash, Shoubhik Debnath, Jean-Francois Lafleche, Eric Cameracci, Gavriel State, Stan Birchfield, Marc T. Law
- 2021 (modified: 19 Oct 2022)
- ICCV 2021
- Readers: Everyone
Sim2SG: Sim-to-Real Scene Graph Generation for Transfer Learning
Aayush Prakash, Shoubhik Debnath, Jean Francois Lafleche, Eric Cameracci, Gavriel State, Marc T Law
- 28 Sept 2020 (modified: 12 Oct 2025)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Semi-Supervised StyleGAN for Disentanglement Learning
Weili Nie, Tero Karras, Animesh Garg, Shoubhik Debnath, Anjul Patney, Ankit B. Patel, Animashree Anandkumar
- 2020 (modified: 19 Oct 2022)
- ICML 2020
- Readers: Everyone
Accelerating Goal-Directed Reinforcement Learning by Model Characterization
Shoubhik Debnath, Gaurav S. Sukhatme, Lantao Liu
- 2018 (modified: 19 Oct 2022)
- IROS 2018
- Readers: Everyone
Solving Markov Decision Processes with Reachability Characterization from Mean First Passage Times
Shoubhik Debnath, Lantao Liu, Gaurav S. Sukhatme
- 2018 (modified: 19 Oct 2022)
- IROS 2018
- Readers: Everyone
Reachability and Differential Based Heuristics for Solving Markov Decision Processes
Shoubhik Debnath, Lantao Liu, Gaurav S. Sukhatme
- 2017 (modified: 19 Oct 2022)
- ISRR 2017
- Readers: Everyone

View all 13 publications

Co-Authors

View all 70 co-authors