Discover @pathak22 Open Source projects

Deepak Pathak (@pathak22)

pathak22

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Registered about 10 years ago
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Location 🇺🇸 United States
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noreward-rl

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

context-encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

pyflow

Fast, accurate and easy to run dense optical flow with python wrapper

unsupervised-video

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

zeroshot-imitation

[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration

videoseg

[CVPR 2017] Video motion segmentation and tracking

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"

seg-by-interaction

Unsupervised instance segmentation via active robot interaction

ccnn

[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation

hierarchical-imitation

[NeurIPS 2019] Code for Hierarchical Third-Person Imitation Learning

caffe-ccnn

Branch of caffe for weakly supervised learning.

corr_clustering

Correlation Clustering Project

pathak22.github.io