617 Bowser Road
I am interested in unsupervised scene representation learning and I am focusing on object-centric scene representations. I am also interested in the applications of object-centric scene representations in reinforcement learning.
Before joining Ph.D. in 2018, I worked at IBM Research India for 3 years. I received a Bachelor of Technology degree from Indian Institute of Technology (IIT) Guwahati in 2015. I also spent a summer at Korea Advanced Institute of Science and Technology (KAIST) as a research intern in 2014.
|May 24, 2021||Joined Amazon as an Applied Scientist Intern for the summer of 2021.|
|May 8, 2021||Our paper Structured World Belief for Reinforcement Learning in POMDP is accepted at ICML 2021.|
* denotes equal contribution.
- ICML 2021Structured World Belief for Reinforcement Learning in POMDPInternational Conference on Machine Learning 2021
- ICML 2020Robustifying Sequential Neural ProcessesInternational Conference on Machine Learning 2020
- ICLR 2020SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and DecompositionInternational Conference on Learning Representations 2020
- NeurIPS 2019
SpotlightSequential Neural ProcessesAdvances in Neural Information Processing Systems 2019