47 results found Sort:

paperswithcode
releasing-research-code paperswithcode
714
2.6k
mit
56
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
YyzHarry
imbalanced-semi-self YyzHarry
115
735
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
oneTaken
awesome_deep_learning_interpretability oneTaken
122
734
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)
nlp cvpr eccv iccv iclr icml keras torch matlab papers awesome chainer neurips pytorch tensorflow awesome-list deep-learning neural-network computer-vision interpretability
Created 2020-01-01
17 commits to master branch, last one 5 months ago
yarkable
Awesome-Computer-Vision-Paper-List yarkable
76
650
mit
14
This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.
aaai bmvc cvpr eccv iccv iclr icml nips wacv acmmm ijcai paper neurips accv2018 accv2020 awesome-list deep-learning computer-vision machine-learning artificial-intelligence
Created 2021-05-14
49 commits to main branch, last one 5 months ago
SimonKohl
probabilistic_unet SimonKohl
99
544
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
monk1337
resp monk1337
40
380
apache-2.0
3
Fetch Academic Research Papers from different sources
acl pmlr arxiv ijcai acl2021 neurips arxiv-api citations google-api openreview arxiv-papers neurips-2022 cvf-conference google-scholar connected-papers related-articles semantic-scholar download-citations google-scholar-crawler google-scholar-scrapper
Created 2022-07-15
64 commits to main branch, last one 9 months ago
Little-Podi
Collaborative_Perception Little-Podi
46
374
unknown
20
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
214 commits to main branch, last one 7 days ago
kach
gradient-descent-the-ultimate-optimizer kach
22
360
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 about a year ago
benedekrozemberczki
AttentionWalk benedekrozemberczki
48
317
gpl-3.0
10
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
nips torch neurips pytorch sklearn walklet deepwalk node2vec word2vec attention tensorflow neurips-2018 deep-learning graph-attention machine-learning matrix-factorization structural-attention graph-neural-networks implicit-factorization graph-representation-learning
Created 2019-01-11
84 commits to master branch, last one about a year ago
Allenpandas
Reinforcement-Learning-Papers Allenpandas
32
293
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 4 months ago
Little-Podi
Transformer_Tracking Little-Podi
25
264
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
329 commits to main branch, last one 25 days ago
scaomath
galerkin-transformer scaomath
28
217
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 about a year ago
microsoft
monitors4codegen microsoft
25
191
mit
7
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 about a month ago
xliucs
MTTS-CAN xliucs
53
166
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
neerajwagh
eeg-gcnn neerajwagh
30
152
unknown
4
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 about a year ago
chenchongthu
ENMF chenchongthu
28
151
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
Rose-STL-Lab
dyffusion Rose-STL-Lab
18
146
apache-2.0
4
[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
16 commits to main branch, last one 7 months ago
Richarizardd
Self-Supervised-ViT-Path Richarizardd
17
136
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
SunghwanHong
Cost-Aggregation-transformers SunghwanHong
11
133
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 8 months ago
amazon-science
unconditional-time-series-diffusion amazon-science
25
127
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 8 months ago
hila-chefer
RobustViT hila-chefer
13
124
unknown
4
[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 about a year ago
jpthu17
EMCL jpthu17
8
114
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 5 months ago
M-3LAB
Real3D-AD M-3LAB
8
104
unknown
3
[NeurIPS 2023] Offical code for <Real3D-AD: A Dataset of Point Cloud Anomaly Detection>. A 3D point cloud anomaly detection dataset and benchmark.
dataset neurips point-cloud anomaly-detection 3d-anomaly-detection
Created 2023-05-31
77 commits to main branch, last one 6 months ago
vLAR-group
RayDF vLAR-group
4
104
other
3
🔥RayDF in PyTorch (NeurIPS 2023)
3d neurips light-rays 3d-graphics 3d-rendering neurips-2023 3d-reconstruction 3d-representation-learning
Created 2023-10-30
15 commits to master branch, last one 10 months ago
jacobmarks
awesome-neurips-2023 jacobmarks
7
104
unknown
2
Conference schedule, top papers, and analysis of the data for NeurIPS 2023!
ai awesome neurips awesome-list neurips-2023 awesome-readme machine-learning
Created 2023-12-05
17 commits to main branch, last one 9 months ago
xiyanghu
OSDT xiyanghu
11
98
mit
6
Optimal Sparse Decision Trees
mlsys python neurips python3 algorithm ml-system accelerate data-mining data-science interpretable-ml machine-learning acceleration-model algorithm-optimization
Created 2019-06-05
28 commits to master branch, last one about a year ago
12wang3
rrl 12wang3
25
96
mit
4
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 6 months ago
kamwoh
orthohash kamwoh
11
93
bsd-3-clause
6
[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"
coco roxf rpar gldv2 paris oxford hashing neurips nuswide imagenet orthohash hash-codes deep-hashing neurips-2021 deep-learning image-retrieval cosine-similarity supervised-hashing instance-level-retrieval
Created 2021-09-29
49 commits to main branch, last one 4 months ago
wvangansbeke
Revisiting-Contrastive-SSL wvangansbeke
11
86
other
6
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
moco neurips clustering neurips2021 pretraining transfer-learning contrastive-learning unsupervised-learning representation-learning self-supervised-learning
Created 2021-06-10
9 commits to main branch, last one 2 years ago
daskol
typst-templates daskol
2
84
mit
3
A list of paper templates in the area of machine learning.
cvpr iclr icml jmlr tmlr typst neurips typst-template
Created 2023-12-23
88 commits to main branch, last one 7 days ago