Projects in Awesome Lists by pathak22
A curated list of projects in awesome lists by pathak22 .
https://github.com/pathak22/noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
curiosity deep-learning deep-neural-networks deep-reinforcement-learning doom exploration mario openai-gym rl self-supervised tensorflow
Last synced: 16 May 2025
https://github.com/pathak22/context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
computer-graphics computer-vision context-encoders dcgan deep-learning gan generative-adversarial-network image-inpainting machine-learning unsupervised-learning
Last synced: 04 Apr 2025
https://github.com/pathak22/pyflow
Fast, accurate and easy to run dense optical flow with python wrapper
computer-vision dense-flow image-processing optical-flow python-optical-flow
Last synced: 05 Apr 2025
https://github.com/pathak22/unsupervised-video
[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web
computer-vision deep-learning feature-learning machine-learning motion-segmentation unsupervised-learning video-processing video-segmentation
Last synced: 08 May 2025
https://github.com/pathak22/zeroshot-imitation
[ICLR 2018] TensorFlow code for zero-shot visual imitation by self-supervised exploration
deep-learning demonstration imitation manipulation navigation tensorflow zero-shot
Last synced: 27 Jun 2025
https://github.com/pathak22/videoseg
[CVPR 2017] Video motion segmentation and tracking
computer-vision machine-learning video-segmentation
Last synced: 08 Oct 2025
https://github.com/pathak22/exploration-by-disagreement
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
artificial-curiosity artificial-intelligence curiosity deep-learning deep-reinforcement-learning exploration rl self-supervised tensorflow
Last synced: 16 Jun 2025
https://github.com/pathak22/modular-assemblies
[NeurIPS 2019] Code for the paper "Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity"
artificial-creatures artificial-intelligence assembly compositionality deep-learning modularity morphology reinforcement-learning
Last synced: 10 Apr 2025
https://github.com/pathak22/seg-by-interaction
Unsupervised instance segmentation via active robot interaction
deep-learning gestalt-framework instance-segmentation interaction object robotics segmentation
Last synced: 10 Apr 2025
https://github.com/pathak22/ccnn
[ICCV 2015] Framework for optimizing CNNs with linear constraints for Semantic Segmentation
computer-vision constraints deep-learning fcn fully-convolutional-networks linear-constraints machine-learning segmentation
Last synced: 17 Jun 2025
https://github.com/pathak22/hierarchical-imitation
[NeurIPS 2019] Code for Hierarchical Third-Person Imitation Learning
Last synced: 10 Apr 2025
https://github.com/pathak22/caffe-ccnn
Branch of caffe for weakly supervised learning.
Last synced: 10 Apr 2025