Search Results for author: Juntao Ren

Found 2 papers, 2 papers with code

Hybrid Inverse Reinforcement Learning

1 code implementation13 Feb 2024 Juntao Ren, Gokul Swamy, Zhiwei Steven Wu, J. Andrew Bagnell, Sanjiban Choudhury

In this work, we propose using hybrid RL -- training on a mixture of online and expert data -- to curtail unnecessary exploration.

Continuous Control Imitation Learning +2

Test-Time Distribution Normalization for Contrastively Learned Vision-language Models

2 code implementations22 Feb 2023 Yifei Zhou, Juntao Ren, Fengyu Li, Ramin Zabih, Ser-Nam Lim

Advances in the field of vision-language contrastive learning have made it possible for many downstream applications to be carried out efficiently and accurately by simply taking the dot product between image and text representations.

Contrastive Learning

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