icml-2020
There are 27 repositories under icml-2020 topic.
ucbdrive/few-shot-object-detection
Implementations of few-shot object detection benchmarks
tim-learn/SHOT
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
clovaai/generative-evaluation-prdc
Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.
louisfb01/Top-10-Computer-Vision-Papers-2020
A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.
clovaai/rebias
Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020
HanxunH/Active-Passive-Losses
[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels
BorgwardtLab/Set_Functions_for_Time_Series
Repository of the ICML 2020 paper "Set Functions for Time Series"
RAIVNLab/STR
Soft Threshold Weight Reparameterization for Learnable Sparsity
edouardelasalles/srvp
Official implementation of the paper Stochastic Latent Residual Video Prediction
princeton-vl/PackIt
Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
srvCodes/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.
yunyuntsai/Black-box-Adversarial-Reprogramming
Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)
rlai-lab/Regularized-GradientTD
Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.
lioutasb/TaLKConvolutions
Official PyTorch implementation of Time-aware Large Kernel (TaLK) Convolutions (ICML 2020)
varun19299/rigl-reproducibility
Reproducing RigL (ICML 2020) as a part of ML Reproducibility Challenge 2020
gaoliyao/Replica_Exchange_Stochastic_Gradient_MCMC
Code for Non-convex Learning via Replica Exchange Stochastic Gradient MCMC, ICML 2020.
MLD3/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
fairwashing/fairwashing
Code-repository for the ICML 2020 paper Fairwashing explanations with off-manifold detergent
lntk/uot
The implementation for the paper "On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm".
nthu-datalab/Runtime-Masking-and-Cleansing
Code for "Adversarial Robustness via Runtime Masking and Cleansing" (ICML 2020)
SewoongLab/RobustMetaLearningMLR
This project contains the code for the paper accepted at NeurIPS 2020 - Robust Meta-learning for Mixed Linear Regression with Small Batches.
gaosh/MBPG
PyTorch Implementation of Momentum-Based Policy Gradient Methods
alirezaomidi/cancerdag
Implementation of the paper "Learning Cancer Progression Network from Mutation Allele Frequencies", ICML Compbio 2020
princeton-vl/PackIt_Extra
Code for generating data in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"
kaivalyar/RealWorldRecourse
Code associated with "Recourse For Humans", presented at the Participatory Approaches to Machine Learning workshop at ICML 2020.
icml-2020-fault-tolerance/code
Code for the paper "The Probabilistic Fault Tolerance of Neural Networks in the Continuous Limit", ICML 2020
icml-paper-2959/bdlb
A Systematic Comparison of Robustness in Bayesian Deep Learning on Diabetic Retinopathy Diagnosis Tasks