Search Results for author: Jubayer Ibn Hamid

Found 2 papers, 0 papers with code

Tripod: Three Complementary Inductive Biases for Disentangled Representation Learning

no code implementations16 Apr 2024 Kyle Hsu, Jubayer Ibn Hamid, Kaylee Burns, Chelsea Finn, Jiajun Wu

Inductive biases are crucial in disentangled representation learning for narrowing down an underspecified solution set.

Data Compression Disentanglement +1

What Makes Pre-Trained Visual Representations Successful for Robust Manipulation?

no code implementations3 Nov 2023 Kaylee Burns, Zach Witzel, Jubayer Ibn Hamid, Tianhe Yu, Chelsea Finn, Karol Hausman

Inspired by the success of transfer learning in computer vision, roboticists have investigated visual pre-training as a means to improve the learning efficiency and generalization ability of policies learned from pixels.

Out-of-Distribution Generalization Transfer Learning

Cannot find the paper you are looking for? You can Submit a new open access paper.