Search Results - RepositoryStats

427

6.4k

mit

121

[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-simp...

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

Created 2024-04-01

45 commits to main branch, last one 15 days ago

releasing-research-code paperswithcode

717

2.6k

mit

55

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

neurips awesome-list neurips-2020 machine-learning

Created 2020-03-05

120 commits to master branch, last one 3 years ago

awesome_deep_learning_interpretability oneTaken

123

741

mit

29

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)

Created 2020-01-01

17 commits to master branch, last one 8 months ago

imbalanced-semi-self YyzHarry

116

737

mit

14

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

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

Created 2020-09-04

22 commits to master branch, last one 3 years ago

Awesome-Computer-Vision-Paper-List yarkable

77

685

mit

14

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

Created 2021-05-14

49 commits to main branch, last one 8 months ago

probabilistic_unet SimonKohl

100

548

apache-2.0

20

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

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

Created 2018-08-28

20 commits to master branch, last one 4 years ago

Collaborative_Perception Little-Podi

50

424

unknown

21

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

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

Created 2022-08-20

226 commits to main branch, last one 4 days ago

resp monk1337

43

403

apache-2.0

4

Fetch Academic Research Papers from different sources

Created 2022-07-15

64 commits to main branch, last one 11 months ago

gradient-descent-the-ultimate-optimizer kach

22

365

mit

5

Code for our NeurIPS 2022 paper

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

Created 2022-10-04

3 commits to main branch, last one 2 years ago

AttentionWalk benedekrozemberczki

48

323

gpl-3.0

10

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

Created 2019-01-11

84 commits to master branch, last one 2 years ago

Reinforcement-Learning-Papers Allenpandas

35

309

mit

15

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

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

Created 2023-01-05

117 commits to main branch, last one 6 months ago

Transformer_Tracking Little-Podi

27

282

unknown

11

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

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

Created 2022-01-18

345 commits to main branch, last one 2 days ago

monitors4codegen microsoft

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228

mit

9

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 bu...

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

Created 2023-11-04

38 commits to main branch, last one 4 months ago

galerkin-transformer scaomath

28

226

mit

6

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

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

Created 2021-05-04

105 commits to main branch, last one 2 years ago

WeatherGFT black-yt

14

176

unknown

11

[NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling

pde neurips physics weather prediction ai-for-earth neurips-2024 ai-for-science

Created 2024-05-29

16 commits to main branch, last one about a month ago

MTTS-CAN xliucs

57

175

mit

8

Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement (NeurIPS 2020)

ppg rppg neurips healthcare mobilehealth neurips-2020 on-device-ai on-device-ml deep-learning cardiovascular computer-vision mobile-computing physiologicalsensing ubiquitous-computing physiological-signals remote-physiological-measurement

Created 2020-10-06

30 commits to main branch, last one about a year ago

dyffusion Rose-STL-Lab

21

171

apache-2.0

3

[NeurIPS 2023] A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting

neurips pytorch diffusion neurips-2023 deep-learning diffusion-models machine-learning pytorch-lightning ensemble-forecasts probabilistic-forecasting spatiotemporal-forecasting

Created 2023-06-02

20 commits to main branch, last one 2 months ago

eeg-gcnn neerajwagh

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164

unknown

5

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...

eeg ml4h neurips pytorch eeg-gcnn dgl-graph eeg-signals neurips-2020 deep-learning machine-learning eeg-classification convolutional-network graph-neural-networks eeg-signals-processing

Created 2020-11-03

30 commits to master branch, last one 2 years ago

multilspy microsoft

29

163

mit

6

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

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

Created 2024-08-07

60 commits to main branch, last one a day ago

unconditional-time-series-diffusion amazon-science

27

153

apache-2.0

5

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

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

Created 2023-11-09

11 commits to main branch, last one 10 months ago

ENMF chenchongthu

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152

mit

5

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.

kdd dhcf icml lcfn nbpo srns sigir neurips lightgcn evaluation deep-learning recommendation reproducibility state-of-the-art recommender-system efficient-algorithm reproducible-research collaborative-filtering

Created 2019-05-09

54 commits to master branch, last one 3 years ago

academic-project-page-template-vue JunyaoHu

10

144

unknown

1

A vue-based project page template for academic papers. (in development)

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

Created 2023-07-27

100 commits to main branch, last one 3 days ago

Self-Supervised-ViT-Path Richarizardd

18

138

gpl-3.0

5

Self-Supervised Vision Transformers Learn Visual Concepts in Histopathology (LMRL Workshop, NeurIPS 2021)

neurips pytorch deep-learning histopathology transfer-learning pretrained-weights vision-transformer unsupervised-learning computational-pathology self-supervised-learning weakly-supervised-learning

Created 2022-03-03

77 commits to master branch, last one 2 years ago

Cost-Aggregation-transformers SunghwanHong

11

137

gpl-3.0

10

Official implementation of CATs

neurips pytorch neurips-2021 deep-learning computer-vision semantic-correspondence

Created 2021-06-04

41 commits to main branch, last one 11 months ago

RobustViT hila-chefer

13

127

unknown

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[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 e...

neurips robustness neurips-2022 explainability vision-transformer

Created 2022-05-26

55 commits to master branch, last one 2 years ago

EMCL jpthu17

9

124

mit

3

[NeurIPS 2022 Spotlight] Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations

neurips video-retrieval video-captioning cross-modal-retrieval video-question-answering

Created 2022-09-23

33 commits to main branch, last one 8 months ago

typst-templates daskol

6

124

mit

2

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

rlc rlj cvpr iclr icml jmlr tmlr typst neurips typst-template

Created 2023-12-23

102 commits to main branch, last one 4 days ago

rrl 12wang3

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114

mit

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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 Classif...

iml xai nips neurips scalability explainability explainable-ai explainable-ml interpretability interpretable-ai interpretable-ml rule-based-model neuro-symbolic-ai representation-learning interpretable-classification interpretable-machine-learning

Created 2021-09-30

10 commits to main branch, last one 9 months ago