Deepak Pathak
Deepak Pathak
unsupervised-video
[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web
videoseg
[CVPR 2017] Video motion segmentation and tracking
noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
zeroshot-imitation
[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration
context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
exploration-by-disagreement
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
modular-assemblies
[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
pyflow
Fast, accurate and easy to run dense optical flow with python wrapper
seg-by-interaction
Unsupervised instance segmentation via active robot interaction
ccnn
[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation