icml-2020 topic
rigl-reproducibility
Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020
PackIt
Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
continual-learning-benchmark
Benchmarking continual learning techniques for Human Activity Recognition data. We offer interesting insights on how the performance techniques vary with a domain other than images.
TaLKConvolutions
Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)
RL-Set-Valued-Policy
[ICML 2020] Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies. https://arxiv.org/abs/2007.12678, https://icml.cc/virtual/2020/poster/5797
Regularized-GradientTD
Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.
Black-box-Adversarial-Reprogramming
Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)