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64 search results found

Transferlearning ⭐ 12,494

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Awesome Rl ⭐ 8,195

Reinforcement learning resources curated

Rspapers ⭐ 5,701

A Curated List of Must-read Papers on Recommender System.

Ml Surveys ⭐ 2,538

📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Abigsurvey ⭐ 1,788

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)

Awesome Semi Supervised Learning ⭐ 1,573

😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Time Series Transformers Review ⭐ 1,519

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

Awesome Model Quantization ⭐ 1,449

A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.

Vlm_survey ⭐ 1,405

Vision-Language Models for Vision Tasks: A Survey

Awesome Explainable Ai ⭐ 1,208

A collection of research materials on explainable AI/ML

Awesome Imbalanced Learning ⭐ 1,164

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

Graph Fraud Detection Papers ⭐ 1,148

A curated list of graph-based fraud, anomaly, and outlier detection papers & resources

Graph Adversarial Learning Literature ⭐ 772

A curated list of adversarial attacks and defenses papers on graph-structured data.

Awesome Sentiment Analysis ⭐ 770

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

Awesome Deep Graph Clustering ⭐ 626

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Awesome Face ⭐ 626

😎 face releated algorithm, dataset and paper

Dataaug4nlp ⭐ 595

Collection of papers and resources for data augmentation for NLP.

Awesome Text2sql ⭐ 568

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

Cnsurvey ⭐ 484

一份中文综述文章列表（自然语言处理&机器学习）

Bayesiandeeplearning Survey ⭐ 475

Bayesian Deep Learning: A Survey

Survey Computer Vision 2020 ⭐ 452

2020-2021年计算机视觉综述论文分方向整理

Awesome Federated Computing ⭐ 448

📚 👓 A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.

Must Read Papers For Ml ⭐ 446

Collection of must read papers for Data Science, or Machine Learning / Deep Learning Engineer

Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.

Deep Reinforcement Learning Survey ⭐ 418

My Exploration on Deep Reinforcement Learning Survey

Awesome Anomaly Detection ⭐ 411

A complete list of papers on anomaly detection.

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

Text Classification Surveys ⭐ 380

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xln 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Par 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQ

Ai Surveys ⭐ 305

整理AI相关领域的一些综述

Gan_review ⭐ 304

A Survey and Taxonomy of the Recent GANs Development，computer vision & time series

Reid Survey ⭐ 295

Deep Learning for Person Re-identification: A Survey and Outlook

Ml4code.github.io ⭐ 283

Website for "A Survey of Machine Learning for Big Code and Naturalness"

Recommendation Systems Paperlist ⭐ 237

Papers about recommendation systems that I am interested in

Vitae Transformer Matting ⭐ 223

A comprehensive list [AIM@IJCAI'21, P3M@MM'21, GFM@IJCV'22, RIM@CVPR'23, P3MNet@IJCV'23] of our research works related to image matting, including papers, codes, datasets, demos, and citations. Note: The repo for [IJCV'23] "Rethinking Portrait Matting with Privacy Preserving" has been moved to: https://github.com/ViTAE-Transformer/P3M-Net

Large Language Models for Time Series.

Pedsurvey ⭐ 153

From Handcrafted to Deep Features for Pedestrian Detection: A Survey (TPAMI 2021)

Matting Survey ⭐ 145

Deep Image Matting: A Comprehensive Survey

Paper Survey ⭐ 136

📚Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

Recommendation System ⭐ 132

推荐系统资料笔记收录/ Everything about Recommendation System. 专题/书籍/论文/产品

Research_spatio Temporal Data Mining ⭐ 126

A collection of research on spatio-temporal data mining

3d_url_survey ⭐ 100

(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey

Awesome Source Analysis ⭐ 91

Source code understanding via Machine Learning techniques

Awesome Ssl4ts ⭐ 84

A professionally curated list of awesome resources (paper, code, data, etc.) on Self-Supervised Learning for Time Series (SSL4TS).

Awesome Llm Role Playing With Persona ⭐ 83

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

Eye Gaze Survey ⭐ 80

[TPAMI] Automatic Gaze Analysis ‘in-the-wild’: A Survey

Blind Motion Deblurring Survey ⭐ 78

This is a survey that reviews deep learning models and benchmark datasets related to blind motion deblurring and provides a comprehensive evaluation of these models.

Clsurvey ⭐ 61

Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classification tasks." in IEEE TPAMI.

Alignmentsurvey ⭐ 59

AI Alignment: A Comprehensive Survey

Colorsurvey ⭐ 45

This repository is for "Image Colorization: A Survey and Dataset" paper

Awesome Ai Tutorials Surveys ⭐ 44

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

Vos Review ⭐ 37

Datasets and Papers (with codes) discussed in "Deep Learning for Video Object Segmentation: A Review", Artificial Intelligence Review, 2023.

Srsurvey ⭐ 36

A Deep Journey into Super-resolution: A Survey, ACM Computing Surveys

Survey Computer Vision 2021 ⭐ 31

2021年计算机视觉技术综述分类汇总

Dataaug4code ⭐ 27

Source Code Data Augmentation for Deep Learning: A Survey.

Indonesian Nlp ⭐ 27

A curated list of research papers and resources on Indonesian languages

Deeplearning ⭐ 23

A collection of research papers, datasets and software on Deep Learning

Face Recognition ⭐ 23

얼굴 인식에 대한 기술 동향 및 관련 모델 자료

Awesome Gaze ⭐ 21

A curated list of awesome gaze estimation frameworks, datasets and other awesomeness.

Reinforcement_learning ⭐ 19

Research repo of RL

Ml4sec Papers ⭐ 18

Research papers on ML for security

A GAN for the generation of mock astronomical surveys

Deepshadows ⭐ 16

Repository for the project "DeepShadows: Separating LSBGs from artifacts using Deep Learning"

Learning2hash.github.io ⭐ 15

Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io

Sources Of Reinforcement Learning ⭐ 15

All the source codes and lectures of reinforcement learning.

Miadeepssl ⭐ 14

This page is for A Survey on Deep Learning of Small Sample in Biomedical Image Analysis.

Deep_image_prior ⭐ 13

Image Operations without training using deep image prior

Awesome Survey Graphs With Heterophily ⭐ 13

A Survey of Learning from Graphs with Heterophily

Language Models ⭐ 12

research and implementations of recurrent neural networks and their applications

Visual Analytics In Deep Learning ⭐ 11

IEEE TVCG Visual Analytics in Deep Learning Survey

Scalable Recognition With A Vocabulary Tree ⭐ 11

A python implementation of the paper "Scalable Recognition with a Vocabulary Tree, D. Nister, H. Stewenius, 2006"

Urbanization Change Detection ⭐ 9

Urbanization detection using computer vision algorithms to reduce the reliance on the data of government surveys, which will speed up the policy making process.

Papper 3d Detection ⭐ 9

papper,overview,

Videorestoration ⭐ 9

Video restoration based on deep learning: a comprehensive survey

Fact Checking Survey ⭐ 9

Repository for the COLING 2020 paper "Explainable Automated Fact-Checking: A Survey."

Survey_3d_dl ⭐ 8

A survey on 3D Deep Learning

Papernotes ⭐ 7

Papernotes on NLP, Deep Learning

Knlp Dl Curriculum ⭐ 6

From Basic NLP to KNLP using Deep Learning

Explainable Deep Learning Methods In Medical Image Classification A Survey ⭐ 6

Official repository of the paper "Explainable Deep Learning Methods in Medical Image Classification: A Survey", ACM Computing Surveys (CSUR) 2023

Dl_exploring ⭐ 5

Resources to various developing fields in Deep Learning

Image Super Resolution Guide ⭐ 5

A curated list of awesome image super resolution

Deepalbum ⭐ 5

Benchmarking of Session-based Recommendation Approaches

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