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Gautam Singh

I am a final year Ph.D. candidate in the Department of Computer Science at Rutgers University, advised by Prof. Sungjin Ahn. ✨ I am on the job market for industry research positions and post-doc positions. ✨

I am interested in perception and world modeling from unstructured sensory inputs (e.g., vision) for supporting generalization to out-of-distribution and long-tail scenarios in agent learning tasks. I pursue unsupervised learning or self-supervised learning approaches and try to develop scalable architectures to best utilize the available unlabeled data. I have focused on two important structural priors of the physical world: object-centric priors and awareness of the 3D space and time.

I am currently a part-time Research Intern at NVIDIA Research - Autonomous Vehicle Research Group. I spent the summer of 2021 as an Applied Scientist Intern at Amazon. Before starting a Ph.D. in 2018, I was a researcher at IBM Research - India. In 2015, I earned a B.Tech degree from IIT Guwahati. I have also spent summers at IIT Madras and KAIST as a research intern in 2013 and 2014, respectively.


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