neurips

There are 6 repositories under neurips topic.

paperswithcode / releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
awesome-list machine-learning neurips neurips-2020
2565
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 736
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
729
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 640
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 543
monk1337 / resp
Fetch Academic Research Papers from different sources
acl acl2021 arxiv arxiv-api arxiv-papers citations connected-papers cvf-conference download-citations google-api google-scholar google-scholar-crawler google-scholar-scrapper ijcai neurips neurips-2022 openreview pmlr related-articles semantic-scholar
Language:Python 371
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 358
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 collaborative-perception cooperative-perception v2v multi-agent-perception v2i v2x awesome-list paper-list multi-agent-system cvpr eccv iccv neurips corl iclr
353
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 315
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
284
bknyaz / graph_attention_pool
Attention over nodes in Graph Neural Networks using PyTorch (NeurIPS 2019)
graph graph-neural-networks pytorch neurips neurips-2019 attention-mechanism attention pooling pytorch-geometric
Language:Jupyter Notebook 279
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
260
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 213
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 187
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 166
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 151
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 150
Rose-STL-Lab / dyffusion
[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting
deep-learning diffusion diffusion-models ensemble-forecasts machine-learning neurips neurips-2023 probabilistic-forecasting pytorch pytorch-lightning spatiotemporal-forecasting
Language:Python 141
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 135
SunghwanHong / Cost-Aggregation-transformers
Official implementation of CATs
pytorch deep-learning neurips-2021 computer-vision neurips semantic-correspondence
Language:Python 134
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 123
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 118
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 110
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 104
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 104
dspn
Cyanogenoid / dspn
[NeurIPS 2019] Deep Set Prediction Networks
deep-learning neurips neurips-2019 prediction set
Language:Python 100
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 98
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.
anomaly-detection dataset neurips point-cloud 3d-anomaly-detection
Language:Python 97
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 94
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 92
wvangansbeke / Revisiting-Contrastive-SSL
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
representation-learning self-supervised-learning unsupervised-learning clustering contrastive-learning moco transfer-learning pretraining neurips2021 neurips
Language:Python 86
fjxmlzn / PacGAN
[NeurIPS 2018] [JSAIT] PacGAN: The power of two samples in generative adversarial networks
neurips mode-collapse gan gans generative-adversarial-network pacgan
Language:Python 81
stagin
egyptdj / stagin
STAGIN: Spatio-Temporal Attention Graph Isomorphism Network
neuroimaging connectome fmri graph-neural-network gnn attention explainability stagin neurips neurips2021
Language:Python 80
WingsBrokenAngel / AIPaperCompleteDownload
Complete download for papers in various top conferences
cvpr iccv paper neurips ecai aaai icml
80
WisconsinAIVision / visii
👀 Visual Instruction Inversion: Image Editing via Visual Prompting (NeurIPS 2023)
diffusion-models image-editing visual-prompting image-manipulation neurips neurips-2023
Language:Python 78
kamwoh / DeepIPR
[NeurIPS 2019] This is the code repo of our novel passport-based DNN ownership verification schemes, i.e. we embed passport layer into various deep learning architectures (e.g. AlexNet, ResNet) for Intellectual Property Right (IPR) protection.
deep-learning intellectual-property ipr neurips neurips-2019 ownership-verification passport deep-ipr neural-network-ownership nn-ownership passport-layer
Language:Python 77

neurips

paperswithcode / releasing-research-code

YyzHarry / imbalanced-semi-self

oneTaken / awesome_deep_learning_interpretability

yarkable / Awesome-Computer-Vision-Paper-List

SimonKohl / probabilistic_unet

monk1337 / resp

kach / gradient-descent-the-ultimate-optimizer

Little-Podi / Collaborative_Perception

benedekrozemberczki / AttentionWalk

Allenpandas / Reinforcement-Learning-Papers

bknyaz / graph_attention_pool

Little-Podi / Transformer_Tracking

scaomath / galerkin-transformer

microsoft / monitors4codegen

xliucs / MTTS-CAN

chenchongthu / ENMF

neerajwagh / eeg-gcnn

Rose-STL-Lab / dyffusion

Richarizardd / Self-Supervised-ViT-Path

SunghwanHong / Cost-Aggregation-transformers

hila-chefer / RobustViT

amazon-science / unconditional-time-series-diffusion

jpthu17 / EMCL

jacobmarks / awesome-neurips-2023

vLAR-group / RayDF

Cyanogenoid / dspn

xiyanghu / OSDT

M-3LAB / Real3D-AD

12wang3 / rrl

kamwoh / orthohash

wvangansbeke / Revisiting-Contrastive-SSL

fjxmlzn / PacGAN

egyptdj / stagin

WingsBrokenAngel / AIPaperCompleteDownload

WisconsinAIVision / visii

kamwoh / DeepIPR