icml-2020 topic

List icml-2020 repositories

rigl-reproducibility

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Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020

PackIt

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Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

continual-learning-benchmark

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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

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Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)

RL-Set-Valued-Policy

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[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

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Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.

Black-box-Adversarial-Reprogramming

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Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)