neurips

There are 6 repositories under neurips topic.

FoundationVision / VAR
[NeurIPS 2024 Oral][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!
auto-regressive-model autoregressive-models diffusion-models generative-ai generative-model gpt gpt-2 image-generation large-language-models neurips transformers vision-transformer
Language:Python 6365
paperswithcode / releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
awesome-list machine-learning neurips neurips-2020
2598
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
741
YyzHarry / imbalanced-semi-self
[NeurIPS 2020] Semi-Supervision (Unlabeled Data) & Self-Supervision Improve Class-Imbalanced / Long-Tailed Learning
imbalanced-learning imbalanced-classification semi-supervised-learning unlabeled-data self-supervised-learning long-tail long-tailed-recognition class-imbalance neurips neurips-2020 imbalanced-data
Language:Python 737
yarkable / Awesome-Computer-Vision-Paper-List
This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.
cvpr iccv nips computer-vision artificial-intelligence paper eccv neurips icml iclr ijcai deep-learning acmmm aaai wacv bmvc accv2020 accv2018 machine-learning awesome-list
Language:Python 684
SimonKohl / probabilistic_unet
A U-Net combined with a variational auto-encoder that is able to learn conditional distributions over semantic segmentations.
u-net variational-inference semantic-segmentation generative-models variational-autoencoders neurips neurips-2018 nips nips-2018
Language:Jupyter Notebook 548
Little-Podi / Collaborative_Perception
This repository is a paper digest of recent advances in collaborative / cooperative / multi-agent perception for V2I / V2V / V2X autonomous driving scenario.
autonomous-driving awesome-list collaborative-perception cooperative-perception corl cvpr eccv iccv iclr multi-agent-perception multi-agent-system neurips paper-list v2i v2v v2x
424
monk1337 / resp
Fetch Academic Research Papers from different sources
acl acl2021 arxiv arxiv-api arxiv-papers citations connected-papers cvf-conference google-api google-scholar google-scholar-crawler google-scholar-scrapper ijcai neurips neurips-2022 openreview pmlr related-articles semantic-scholar download-citations
Language:Python 403
gradient-descent-the-ultimate-optimizer
kach / gradient-descent-the-ultimate-optimizer
Code for our NeurIPS 2022 paper
deep-learning differentiable-programming machine-learning neurips neurips-2022 pytorch
Language:Python 365
AttentionWalk
benedekrozemberczki / AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
pytorch torch attention deepwalk node2vec word2vec matrix-factorization deep-learning structural-attention walklet graph-representation-learning sklearn tensorflow nips neurips graph-attention implicit-factorization graph-neural-networks neurips-2018 machine-learning
Language:Python 323
Allenpandas / Reinforcement-Learning-Papers
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
deep-reinforcement-learning reinforcement-learning dqn imitation-learning multi-agent-reinforcement-learning policy-gradient q-learning artificial-intelligence reinforcement-learning-papers reinforcement-learning-conferences rl-papers aaai icml ijcai reinforcement-learning-conferences-papers reinforcement-learning-paper neurips hierarchical-reinforcement-learning meta-reinforcement-learning offline-reinforcement-learning
309
bknyaz / graph_attention_pool
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
attention attention-mechanism graph graph-neural-networks neurips neurips-2019 pooling pytorch pytorch-geometric
Language:Jupyter Notebook 283
Little-Podi / Transformer_Tracking
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
tracking visual-tracking single-object-tracking transformer cvpr eccv iccv paper-list awesome-list neurips ob object-tracking
282
microsoft / monitors4codegen
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 ai4code codegen dataset huggingface-transformers language-server-client language-server-protocol code-completion code-generation large-language-models program-synthesis neurips-2023 neurips transformer code-analysis lsp lsp-client artificial-intelligence llm
Language:Python 228
scaomath / galerkin-transformer
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax for Partial Differential Equations
pytorch attention-mechanism deep-learning transformer partial-differential-equations attention neurips
Language:Python 226
black-yt / WeatherGFT
[NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
ai-for-earth ai-for-science pde physics prediction weather neurips neurips-2024
Language:Python 176
xliucs / MTTS-CAN
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)
cardiovascular computer-vision deep-learning healthcare mobilehealth neurips neurips-2020 physiological-signals physiologicalsensing rppg mobile-computing on-device-ai on-device-ml ubiquitous-computing remote-physiological-measurement ppg
Language:Python 175
Rose-STL-Lab / dyffusion
[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
diffusion diffusion-models ensemble-forecasts machine-learning neurips neurips-2023 probabilistic-forecasting spatiotemporal-forecasting deep-learning pytorch pytorch-lightning
Language:Python 171
microsoft / multilspy
multispy is a lsp client library in Python intended to be used to build applications around language servers.
ai ai4code artificial-intelligence code-analysis code-completion code-generation codegen huggingface-transformers language-server-client language-server-protocol large-language-model large-language-models llm lsp lsp-client neurips neurips-2023 program-synthesis transformer
Language:Python 163
neerajwagh / eeg-gcnn
Resources for the paper titled "EEG-GCNN: Augmenting Electroencephalogram-based Neurological Disease Diagnosis using a Domain-guided Graph Convolutional Neural Network". Accepted for publication (with an oral spotlight!) at ML4H Workshop, NeurIPS 2020.
graph-neural-networks eeg-classification eeg-signals-processing deep-learning machine-learning eeg eeg-signals convolutional-network eeg-gcnn neurips neurips-2020 ml4h dgl-graph pytorch
Language:Python 163
amazon-science / unconditional-time-series-diffusion
Official PyTorch implementation of TSDiff models presented in the NeurIPS 2023 paper "Predict, Refine, Synthesize: Self-Guiding Diffusion Models for Probabilistic Time Series Forecasting"
diffusion-models neurips neurips-2023 pytorch time-series time-series-forecasting
Language:Python 155
chenchongthu / ENMF
This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.
deep-learning recommender-system efficient-algorithm recommendation evaluation state-of-the-art collaborative-filtering reproducibility reproducible-research sigir icml lightgcn lcfn nbpo kdd dhcf neurips srns
Language:Python 152
academic-project-page-template-vue
JunyaoHu / academic-project-page-template-vue
A vue-based project page template for academic papers. (in development)
project-website template vue3 cvpr iccv iclr icml neurips academic-website paper eccv academic-template vite
Language:Vue 149
Richarizardd / Self-Supervised-ViT-Path
Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)
self-supervised-learning histopathology weakly-supervised-learning vision-transformer unsupervised-learning computational-pathology transfer-learning deep-learning pretrained-weights neurips pytorch
Language:Jupyter Notebook 138
SunghwanHong / Cost-Aggregation-transformers
Official implementation of CATs
pytorch deep-learning neurips-2021 computer-vision neurips semantic-correspondence
Language:Python 137
hila-chefer / RobustViT
[NeurIPS 2022] Official PyTorch implementation of Optimizing Relevance Maps of Vision Transformers Improves Robustness. This code allows to finetune the explainability maps of Vision Transformers to enhance robustness.
explainability robustness vision-transformer neurips neurips-2022
Language:Jupyter Notebook 127
daskol / typst-templates
A list of paper templates in the area of machine learning.
icml typst neurips tmlr cvpr jmlr typst-template iclr rlc rlj
Language:Typst 124
jpthu17 / EMCL
[NeurIPS 2022 Spotlight] Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations
cross-modal-retrieval neurips video-captioning video-question-answering video-retrieval
Language:Python 124
12wang3 / rrl
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification" and TPAMI paper "Learning Interpretable Rules for Scalable Data Representation and Classification"
interpretable-classification rule-based-model representation-learning scalability interpretable-ai interpretable-ml explainable-ai explainable-ml neurips nips xai interpretable-machine-learning iml interpretability explainability neuro-symbolic-ai
Language:Python 114
M-3LAB / Real3D-AD
[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.
3d-anomaly-detection anomaly-detection dataset neurips point-cloud
Language:Python 112
jacobmarks / awesome-neurips-2023
Conference schedule, top papers, and analysis of the data for NeurIPS 2023!
ai awesome awesome-list awesome-readme machine-learning neurips neurips-2023
Language:Jupyter Notebook 110
vLAR-group / RayDF
🔥RayDF in PyTorch (NeurIPS 2023)
3d 3d-graphics 3d-reconstruction 3d-rendering 3d-representation-learning light-rays neurips neurips-2023
Language:Python 103
xiyanghu / OSDT
Optimal Sparse Decision Trees
accelerate algorithm algorithm-optimization interpretable-ml machine-learning neurips acceleration-model python data-mining data-science ml-system mlsys python3
Language:Python 101
dspn
Cyanogenoid / dspn
[NeurIPS 2019] Deep Set Prediction Networks
set prediction deep-learning neurips neurips-2019
Language:Python 100
kaiwenzha / Rank-N-Contrast
[NeurIPS 2023, Spotlight] Rank-N-Contrast: Learning Continuous Representations for Regression
continuity contrastive-learning neurips neurips-2023 ranking-algorithms regression representation-learning
Language:Python 96
kamwoh / orthohash
[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"
hashing coco cosine-similarity deep-hashing deep-learning hash-codes image-retrieval imagenet neurips neurips-2021 nuswide oxford paris gldv2 instance-level-retrieval orthohash supervised-hashing roxf rpar
Language:Python 96

neurips

FoundationVision / VAR

paperswithcode / releasing-research-code

oneTaken / awesome_deep_learning_interpretability

YyzHarry / imbalanced-semi-self

yarkable / Awesome-Computer-Vision-Paper-List

SimonKohl / probabilistic_unet

Little-Podi / Collaborative_Perception

monk1337 / resp

kach / gradient-descent-the-ultimate-optimizer

benedekrozemberczki / AttentionWalk

Allenpandas / Reinforcement-Learning-Papers

bknyaz / graph_attention_pool

Little-Podi / Transformer_Tracking

microsoft / monitors4codegen

scaomath / galerkin-transformer

black-yt / WeatherGFT

xliucs / MTTS-CAN

Rose-STL-Lab / dyffusion

microsoft / multilspy

neerajwagh / eeg-gcnn

amazon-science / unconditional-time-series-diffusion

chenchongthu / ENMF

JunyaoHu / academic-project-page-template-vue

Richarizardd / Self-Supervised-ViT-Path

SunghwanHong / Cost-Aggregation-transformers

hila-chefer / RobustViT

daskol / typst-templates

jpthu17 / EMCL

12wang3 / rrl

M-3LAB / Real3D-AD

jacobmarks / awesome-neurips-2023

vLAR-group / RayDF

xiyanghu / OSDT

Cyanogenoid / dspn

kaiwenzha / Rank-N-Contrast

kamwoh / orthohash