Gunshi Gupta

According to our database, Gunshi Gupta authored at least 9 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pre-trained Text-to-Image Diffusion Models Are Versatile Representation Learners for Control.

Gunshi Gupta, Karmesh Yadav, Yarin Gal, Dhruv Batra, Zsolt Kira, Cong Lu, Tim G. J. Rudner

CoRR, 2024

ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages.

Andrew Jesson, Chris Lu, Gunshi Gupta, Nicolas Beltran-Velez, Angelos Filos, Jakob Nicolaus Foerster, Yarin Gal

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

ReLU to the Rescue: Improve Your On-Policy Actor-Critic with Positive Advantages.

Andrew Jesson, Chris Lu, Gunshi Gupta, Angelos Filos, Jakob Nicolaus Foerster, Yarin Gal

CoRR, 2023

Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?

Gunshi Gupta, Tim G. J. Rudner, Rowan Thomas McAllister, Adrien Gaidon, Yarin Gal

Proceedings of the Conference on Causal Learning and Reasoning, 2023

2020

La-MAML: Look-ahead Meta Learning for Continual Learning.

Gunshi Gupta, Karmesh Yadav, Liam Paull

CoRR, 2020

Look-ahead Meta Learning for Continual Learning.

Gunshi Gupta, Karmesh Yadav, Liam Paull

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Unifying Variational Inference and PAC-Bayes for Supervised Learning that Scales.

Sanjay Thakur, Herke van Hoof, Gunshi Gupta, David Meger

CoRR, 2019

2018

Towards View-Invariant Intersection Recognition from Videos using Deep Network Ensembles.

Abhijeet Kumar, Gunshi Gupta, Avinash Sharma, K. Madhava Krishna

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Geometric Consistency for Self-Supervised End-to-End Visual Odometry.

Ganesh Iyer, J. Krishna Murthy, Gunshi Gupta, K. Madhava Krishna, Liam Paull

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018