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FoundationVision / VAR

Star 8.4k

[NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation!

transformers generative-model image-generation auto-regressive-model gpt neurips gpt-2 diffusion-models autoregressive-models vision-transformer large-language-models generative-ai

Updated May 18, 2025
Jupyter Notebook

paperswithcode / releasing-research-code

Star 2.8k

Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)

machine-learning awesome-list neurips neurips-2020

Updated May 19, 2023

oneTaken / awesome_deep_learning_interpretability

Star 759

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)

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

Updated Apr 8, 2024

YyzHarry / imbalanced-semi-self

Star 758

[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning

semi-supervised-learning class-imbalance imbalanced-data imbalanced-learning long-tail unlabeled-data self-supervised-learning neurips imbalanced-classification neurips-2020 long-tailed-recognition

Updated Apr 3, 2021
Python

yarkable / Awesome-Computer-Vision-Paper-List

Star 740

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

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

Updated Apr 6, 2024
Python

taco-group / 4KAgent

Star 595

[NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K!

agent workflow computer-vision image-processing low-level super-resolution image-restoration image-enhancement neurips large-language-models llm mllm vision-language-models agentic-ai neurips-2025

Updated Sep 24, 2025
Python

SimonKohl / probabilistic_unet

Star 561

A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.

variational-inference semantic-segmentation nips generative-models variational-autoencoders u-net nips-2018 neurips neurips-2018

Updated Mar 24, 2023
Jupyter Notebook

Little-Podi / Collaborative_Perception

Star 541

This repository is a paper digest of recent advances in collaborative / cooperative / multi-agent perception for V2I / V2V / V2X autonomous driving scenario.

awesome-list autonomous-driving cvpr iccv v2x iclr v2v v2i eccv multi-agent-system paper-list neurips cooperative-perception corl collaborative-perception multi-agent-perception

Updated Oct 2, 2025

microsoft / multilspy

Star 462

multilspy is a lsp client library in Python intended to be used to build applications around language servers.

ai code-analysis language-server-protocol program-synthesis artificial-intelligence transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm large-language-model neurips-2023

Updated Sep 3, 2025
Python

monk1337 / resp

Star 452

Fetch Academic Research Papers from different sources

acl citations google-api arxiv google-scholar ijcai related-articles arxiv-api google-scholar-scrapper pmlr neurips openreview semantic-scholar arxiv-papers cvf-conference acl2021 connected-papers neurips-2022 google-scholar-crawler download-citations

Updated Dec 27, 2023
Python

gradient-descent-the-ultimate-optimizer

kach / gradient-descent-the-ultimate-optimizer

Star 369

Code for our NeurIPS 2022 paper

machine-learning deep-learning pytorch differentiable-programming neurips neurips-2022

Updated Jan 13, 2023
Python

Allenpandas / Reinforcement-Learning-Papers

Star 343

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

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

Updated May 30, 2024

Little-Podi / Transformer_Tracking

Star 332

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

tracking transformer awesome-list visual-tracking object-tracking cvpr iccv single-object-tracking ob eccv paper-list neurips

Updated Oct 2, 2025

AttentionWalk

benedekrozemberczki / AttentionWalk

Sponsor

Star 326

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

machine-learning deep-learning tensorflow word2vec sklearn torch pytorch deepwalk matrix-factorization attention nips node2vec graph-neural-networks graph-representation-learning structural-attention implicit-factorization walklet graph-attention neurips neurips-2018

Updated Nov 6, 2022
Python

SadilKhan / Text2CAD

Star 324

[NeurIPS'24 Spotlight] Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts

cad dataset transformer generation sequence 3d bert 3d-reconstruction brep neurips text-to-3d deepcad text2cad

Updated May 15, 2025
Python

academic-project-page-template-vue

JunyaoHu / academic-project-page-template-vue

Star 293

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

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

Updated Jul 8, 2025
Vue

bknyaz / graph_attention_pool

Star 286

Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)

graph pytorch attention attention-mechanism pooling graph-neural-networks neurips pytorch-geometric neurips-2019

Updated Oct 25, 2020
Jupyter Notebook

microsoft / monitors4codegen

Star 275

Code and Data artifact for NeurIPS 2023 paper - "Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context". `multispy` is a lsp client library in Python intended to be used to build applications around language servers.

ai code-analysis language-server-protocol program-synthesis artificial-intelligence dataset transformer code-generation codegen code-completion lsp neurips language-server-client lsp-client huggingface-transformers large-language-models ai4code llm neurips-2023

Updated Aug 8, 2024
Python

scaomath / galerkin-transformer

Star 252

[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations

deep-learning pytorch transformer attention partial-differential-equations attention-mechanism neurips

Updated Jun 14, 2024
Python

amazon-science / unconditional-time-series-diffusion

Star 226

Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"

time-series pytorch time-series-forecasting neurips diffusion-models neurips-2023

Updated Jan 30, 2024
Python

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