All Categories → No Category → icml

Top 18 icml open source projects

Pwc

Papers with code. Sorted by stars. Updated weekly.

✭ 15,288

machine-learning paper code cvpr iccv nips icml eccv

rebias

Official Pytorch implementation of ReBias (Learning De-biased Representations with Biased Representations), ICML 2020

✭ 125

python machine-learning deep-learning pytorch icml icml-2020 icml2020 rebias bias-generalisation bias-generalization

TaLKConvolutions

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

✭ 26

python Cuda C++shell seq2seq icml icml-2020 icml2020 talk-convolutions

Awesome-Computer-Vision-Paper-List

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

✭ 248

machine-learning computer-vision deep-learning paper artificial-intelligence awesome-list aaai cvpr ijcai iccv nips iclr icml eccv accv2018 neurips bmvc wacv acmmm accv2020

noisy label understanding utilizing

ICML 2019: Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels

✭ 82

python robust icml noisy-labels

FairAI

This is a collection of papers and other resources related to fairness.

✭ 55

HTML SCSS machine-learning algorithm ai artificial-intelligence icdm fair papers kdd cikm bias aaai fate ijcai nips fairness discrimination ethics icml aistats uai

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

✭ 425

python Jupyter Notebook natural-language-processing computer-vision regression healthcare imbalanced-data icml imbalanced-learning long-tail imbalance imbalanced-classification imbalanced-regression icml-2021

semi-supervised-NFs

Code for the paper Semi-Conditional Normalizing Flows for Semi-Supervised Learning

✭ 23

python deep-learning semi-supervised-learning normalizing-flows icml innf

NeuroAI

NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.

✭ 36

data-science ai deep-learning recurrent-neural-networks neural-networks cvpr sfn icml neuroscience-methods eccv neurips

probnmn-clevr

Code for ICML 2019 paper "Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering" [long-oral]

✭ 63

python vqa probabilistic-models icml clevr neural-module-networks icml-2019

Active-Passive-Losses

[ICML2020] Normalized Loss Functions for Deep Learning with Noisy Labels

✭ 92

python shell deep-neural-networks deep-learning pytorch icml noisy-data label-noise noisy-labels unreliable-labels robust-learning icml-2020

unicornn

Official code for UnICORNN (ICML 2021)

✭ 21

python deep-learning time-series cuda imdb pytorch recurrent-neural-networks icml sequential-mnist icml-2021

NeuralPull

Implementation of ICML'2021:Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces

✭ 149

python C++Cuda c cython Mako deep-learning tensorflow point-cloud 3d-reconstruction icml

EgoCNN

Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)

✭ 16

python Jupyter Notebook shell convolutional-neural-networks self-similarity interpretability icml graph-embeddings scale-free-networks graph-neural-networks graph-networks graph-convolutional-neural-networks icml-2019

AIPaperCompleteDownload

Complete download for papers in various top conferences

✭ 64

paper aaai cvpr iccv icml neurips ecai

FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

✭ 274

python Cuda c C++java shell benchmark machine-learning deep-learning deployment tensorflow pytorch distributed dataset osdi icml federated-learning mlsys

ACE

Code for our paper, Neural Network Attributions: A Causal Perspective (ICML 2019).

✭ 47

Jupyter Notebook python machine-learning deep-learning neural-network causality icml attribution-methods

icml-nips-iclr-dataset

Papers, authors and author affiliations from ICML, NeurIPS and ICLR 2006-2021

✭ 21

python dataset iclr icml neurips

1-18 of 18 icml projects