Projects in Awesome Lists tagged with icml

https://github.com/zziz/pwc

This repository is no longer maintained.

code cvpr eccv iccv icml machine-learning nips paper

Last synced: 23 Mar 2025

https://github.com/adobe/antialiased-cnns

pip install antialiased-cnns to improve stability and accuracy

antialiasing artificial-intelligence cnns computer-vision convolutional-neural-networks icml icml-2019 shift-equivariant shift-invariant

Last synced: 14 May 2025

https://github.com/omerbt/multidiffusion

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

diffusion-models generative-model icml image-generation multidiffusion stable-diffusion text-to-image

Last synced: 16 May 2025

https://github.com/omerbt/MultiDiffusion

Official Pytorch Implementation for "MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation" presenting "MultiDiffusion" (ICML 2023)

diffusion-models generative-model icml image-generation multidiffusion stable-diffusion text-to-image

Last synced: 28 Mar 2025

https://github.com/YyzHarry/imbalanced-regression

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

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

Last synced: 09 May 2025

https://github.com/onetaken/awesome_deep_learning_interpretability

深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)

awesome awesome-list chainer computer-vision cvpr deep-learning eccv iccv iclr icml interpretability keras matlab neural-network neurips nlp papers pytorch tensorflow torch

Last synced: 30 Dec 2025

https://github.com/SymbioticLab/FedScale

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

benchmark dataset deep-learning deployment distributed federated-learning icml machine-learning mlsys osdi pytorch tensorflow

Last synced: 02 May 2025

https://github.com/bayesgroup/variational-dropout-sparsifies-dnn

Sparse Variational Dropout, ICML 2017

bayesian-deep-learning compression icml

Last synced: 16 Mar 2026

https://github.com/silenceeagle/paper_downloader

Download papers and supplemental materials from open-access paper website, such as AAAI, AAMAS, AISTATS, COLT, CORL, CVPR, ECCV, ICCV, ICLR, ICML, IJCAI, JMLR, NIPS, RSS, WACV.

aaai aamas accv aistats colt cvpr eccv iccv iclr icml ijcai jmlr nips paper-download rss wacv

Last synced: 14 Jan 2026

https://github.com/clovaai/generative-evaluation-prdc

Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.

deep-learning diversity evaluation evaluation-metrics fidelity generative-adversarial-network generative-model icml icml-2020 icml2020 machine-learning precision recall

Last synced: 09 Apr 2025

https://github.com/allenpandas/reinforcement-learning-papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

aaai artificial-intelligence deep-reinforcement-learning dqn hierarchical-reinforcement-learning icml ijcai imitation-learning meta-reinforcement-learning multi-agent-reinforcement-learning neurips offline-reinforcement-learning policy-gradient q-learning reinforcement-learning reinforcement-learning-conferences reinforcement-learning-conferences-papers reinforcement-learning-paper reinforcement-learning-papers rl-papers

Last synced: 17 Mar 2025

https://github.com/junyaohu/academic-project-page-template-vue

A vue-based project page template for academic papers. (in development) https://junyaohu.github.io/academic-project-page-template-vue

academic-template academic-website cvpr eccv iccv iclr icml neurips paper project-website template vite vue3

Last synced: 04 Apr 2025

https://github.com/clovaai/rebias

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

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

Last synced: 03 Apr 2025

https://github.com/haozhiqi/isonet

Deep Isometric Learning for Visual Recognition (ICML 2020)

deep-isometric-learning icml visual-recognition

Last synced: 12 Apr 2025

https://github.com/mfbalin/concrete-autoencoders

concrete-autoencoders feature-selection icml icml-2019 machine-learning supervised-learning unsupervised-learning

Last synced: 09 May 2025

https://github.com/JunlinHan/YOCO

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

cifar10 cifar100 classification computer-vision contrastive-learning data-augmentation data-augmentation-strategies data-augmentations icml imagenet imagenet-classifier instance-segmentation object-detection pytorch rain-removal super-resolution

Last synced: 15 Aug 2025

https://shaohua0116.github.io/demo2program/

An official TensorFlow implementation of "Neural Program Synthesis from Diverse Demonstration Videos" (ICML 2018) by Shao-Hua Sun, Hyeonwoo Noh, Sriram Somasundaram, and Joseph J. Lim

deep-learning icml icml-2018 program-synthesis video-analysis

Last synced: 02 May 2025

https://github.com/yongkaiwu/FairAI

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

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

Last synced: 06 May 2025

https://github.com/kdexd/probnmn-clevr

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

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

Last synced: 07 May 2025

https://github.com/shlizee/NeuroAI

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

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

Last synced: 01 May 2025

https://github.com/Piyushi-0/ACE

Code for our ICML '19 paper: Neural Network Attributions: A Causal Perspective.

attribution-methods causality deep-learning icml machine-learning neural-network

Last synced: 17 Sep 2025

https://github.com/futurecomputing4ai/hrrformer

Hrrformer: A Neuro-symbolic Self-attention Model (ICML23)

ember holographic-reduced-representations hrr hrrformer icml icml-2023 long-range-arena lra malware neuro-symbolic self-attention transformer

Last synced: 12 Apr 2025

https://github.com/martenlienen/icml-neurips-iclr-dataset

Papers, authors and author affiliations from ICML, NeurIPS and ICLR 2006-2024

dataset iclr icml neurips

Last synced: 16 Jan 2026

https://github.com/modeltc/harmonica

[ICML 2025] This is the official PyTorch implementation of "HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration".

acceleration diffusion-models diffusion-transformer dit feature-caching icml icml-2025 pixart pixart-sigma

Last synced: 13 Aug 2025

https://github.com/liaopeiyuan/GAL

[ICML 2021] Information Obfuscation of Graph Neural Networks

icml

Last synced: 21 Jul 2025

https://github.com/bfshi/vars

Official code for `Visual Attention Emerges from Recurrent Sparse Reconstruction' (ICML 2022)

attention icml robustness transformer

Last synced: 22 Apr 2025

https://github.com/daskol/typst-templates

A list of paper templates in the area of machine learning.

icml neurips tmlr typst typst-templates

Last synced: 26 Jan 2026

https://github.com/mikelma/componet

Source code of the ICML24 paper "Self-Composing Policies for Scalable Continual Reinforcement Learning" (selected for oral presentation)

continual-learning continual-reinforcement-learning deep-learning icml icml-2024 pytorch reinforcement-learning

Last synced: 24 Apr 2025

https://github.com/rctzeng/ICML19-EgoCNN

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

convolutional-neural-networks graph-convolutional-neural-networks graph-embeddings graph-networks graph-neural-networks icml icml-2019 interpretability scale-free-networks self-similarity

Last synced: 27 Mar 2025

https://github.com/soskek/variational_dropout_sparsifies_dnn

Variational Dropout Sparsifies Deep Neural Networks (Molchanov et al. 2017) by Chainer

chainer deep-learning icml machine-learning neural-network

Last synced: 13 Oct 2025

https://github.com/cvlab-epfl/iter_unc

Official code for "Enabling Uncertainty Estimation in Iterative Neural Networks" (ICML 2024)

bayesian-inference computer-vision deep-learning icml icml-2024 neural-network robustness uncertainty-estimation uncertainty-neural-networks uncertainty-quantification

Last synced: 04 Apr 2025

https://github.com/ai4co/unsupervised-co-ucom2

[ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More

coloring combinatorial-optimization facility-location icml maximum-coverage neural-combinatorial-optimization

Last synced: 13 Feb 2026

https://github.com/gitbruno/docxicml

A semantical DOCX to ICML converter

converter docx icml

Last synced: 05 Apr 2025

https://github.com/toshas/tbasis

T-Basis: a Compact Representation for Neural Networks

compression icml pytorch reparameterization reproducibility reproducible-research tensor tensor-decomposition tensor-ring weight-sharing

Last synced: 19 Apr 2025

https://github.com/zituitui/diffusionfisher

[ICML 2025] Official implementation of "Efficiently Access Diffusion Fisher: Within the Outer Product Span Space".

aigc diffusion-model diffusion-models fisher-information icml icml-2025

Last synced: 03 Feb 2026

https://github.com/lucasalegre/sfols

Code for the paper Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer - ICML 2022

icml icml-2022 multi-objective multi-objective-rl reinforcement-learning rl successor-features successor-representation transfer-learning

Last synced: 11 Mar 2026

https://github.com/CodeRayZhang/Reinforcement-Learning-Papers-at-ICML

Reinforcement Learning Papers at ICML

icml papers reinforcement-learning

Last synced: 07 Jun 2026

https://github.com/instadeepai/scaling-resnets

⚡️ A framework that investigates the scaling limit of ResNets and compares it to Neural ODEs. Tested on synthetic and standardized datasets. 📈

convolutional-networks deep-learning icml machine-learning neural-networks ordinary-differential-equations resnet scaling-algorithms stochastic-differential-equations

Last synced: 03 Nov 2025

https://github.com/dmitryryumin/icml-2025-papers

ICML 2025 Papers: Dive into cutting-edge research from the premier machine learning conference. Stay current with breakthroughs in deep learning, generative AI, optimization, reinforcement learning, and beyond. Code implementations included. ⭐ support the future of machine learning research!

ai-research deep-learning diffusion-models generative-ai graph-learning icml icml-2025 machine-learning multimodal-ai optimization reinforcement-learning