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Top 138 papers open source projects

Cvpr2021 Paper Code Interpretation

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

✭ 8,075

deep-learning machine-learning computer-vision object-detection image-classification image-segmentation papers cvpr2019 cvpr2020 cvpr2021

😎 face releated algorithm, dataset and paper

✭ 739

dataset paper face-detection face-recognition face papers

Visual slam related research

视觉(语义) SLAM 相关研究跟踪

✭ 708

opensource mapping slam papers semantic

Awesome Recsys Papers

The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!

✭ 666

awesome recommender-system papers

Paper reading list

Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG)

✭ 664

Awesome Zero Shot Learning

A curated list of papers, code and resources pertaining to zero shot learning

✭ 653

deep-learning awesome-list papers

Powerful and highly extensible command-line based document and bibliography manager.

✭ 636

html cli library tex command-line command-line-tool papers arxiv bibtex

Awesome Question Answering

Resources, datasets, papers on Question Answering

✭ 619

deep-learning machine-learning papers

Cool Fashion Papers

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

✭ 464

shell deep-learning machine-learning awesome-list neural-network artificial-intelligence gan generative-adversarial-network collection papers curated-list

Visual Q&A reading list

✭ 403

papers arxiv vqa

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)

✭ 401

matlab deep-learning pytorch tensorflow awesome awesome-list computer-vision nlp keras neural-network torch papers cvpr chainer interpretability

Awesome Image Colorization

📚 A collection of Deep Learning based Image Colorization and Video Colorization papers.

✭ 370

deep-learning computer-vision graphics papers color-palette colorization

Gans Awesome Applications

Curated list of awesome GAN applications and demo

✭ 3,933

github generative-adversarial-network papers curated-list applications demonstration

The best resources around Machine Learning

✭ 349

html deep-learning machine-learning data-science paper machine-learning-algorithms papers

语音识别理论，论文和PPT

✭ 344

tensorflow keras deeplearning papers asr kaldi ppt

Graph Fraud Detection Papers

A curated list of fraud detection papers using graph information or graph neural networks

✭ 339

deep-learning machine-learning security data-science data-mining papers graph-algorithms

Papers on Computational Advertising

✭ 3,515

python deep-learning machine-learning recommender-system papers advertising ctr-prediction computational-advertising

Model Compression Papers

Papers for deep neural network compression and acceleration

✭ 296

deep-learning deep-neural-networks papers model-compression

Deep Learning Papers

Papers about deep learning ordered by task, date. Current state-of-the-art papers are labelled.

✭ 3,054

deep-learning machine-learning neural-networks science papers arxiv deep-learning-papers

Eventextractionpapers

A list of NLP resources focused on event extraction task

✭ 283

nlp papers information-extraction

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

✭ 283

nlp data-science natural-language-processing ai dataset big-data papers natural-language-understanding datascience relation-extraction nlu information-extraction

Time Series Deep Learning State Of The Art

Scientific time series and deep learning state of the art

✭ 277

deep-learning time-series papers

Summaries of papers on machine learning, computer vision, autonomous robots etc.

✭ 271

deep-learning machine-learning computer-vision papers autonomous-driving

Literaturedl4graph

A comprehensive collection of recent papers on graph deep learning

✭ 2,889

deep-learning machine-learning papers arxiv

Top Blockchain Paper

Top Blockchain paper, such as CCS, NSDI, S&P, EuroS&P, CRYPTO, etc.

✭ 259

Automatic Reparameterisation of Probabilistic Programs

✭ 29

python papers mcmc variational-inference

Digital repository for the papers of a research organization.

✭ 24

javascript HTML CSS ruby TeX open-access papers oai-pmh academy

papers-as-modules

Software Papers as Software Modules: Towards a Culture of Reusable Results

✭ 18

Jupyter Notebook python shell reproducible-research citations reproducible-science fuzzing papers reproducibility scientific-publications reusable-components delta-debugging notebook-jupyter

uncertainty-calibration

A collection of research and application papers of (uncertainty) calibration techniques.

✭ 120

calibration advertising papers ctr-prediction uncertainty-calibration

Semi-Supervised Video Object Segmentation(VOS) Paper List

✭ 28

segmentation papers vos

A curated list of papers, theses, datasets, and tools related to the application of Machine Learning for Software Engineering

✭ 46

machine-learning research tools deep-learning code software-engineering papers datasets theses tudelft ml4se

Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

✭ 51

awesome computer-vision survey transformer attention segmentation vit papers attention-visualization transformer-networks detr visual-transformer

awesome-quant-papers

This repository hosts my reading notes for academic papers.

✭ 28

machine-learning deep-learning econometrics quantitative papers mindmap academic-paper asset-pricing reading-notes academic-papers

reinforcement-learning-papers

My notes on reinforcement learning papers

✭ 13

reinforcement-learning deep-reinforcement-learning papers hierarchical-reinforcement-learning meta-rl

Collection of books/papers that I've read/I'm going to read/I would remember that they exist/It is unlikely that I'll read/I'll never read.

✭ 49

HTML python books bibliography paper reading-list bookshelf phd papers textbooks bibliography-organizer

Zotero compatiblity scripts for papis

✭ 29

HTML TeX python bibtex publications zotero papers crossref scihub papis

Data-Science-and-Machine-Learning-Resources

List of Data Science and Machine Learning Resource that I frequently use

✭ 19

visualization blog awesome statistics links deep-learning algorithms probability resources datascience collections blogs awesome-list machinelearning ebooks papers datasets

This is a repository for summarizing papers especially related to machine learning.

✭ 60

machine-learning deep-learning summary papers

This is a collection of papers and other resources related to fairness.

✭ 55

HTML SCSS machine-learning algorithm ai artificial-intelligence icdm fair papers kdd cikm bias aaai fate ijcai nips fairness discrimination ethics icml aistats uai

Awesome-Polarization

List of awesome papers on Polarization Imaging

✭ 31

paper awesome-list papers awesome-lists polarization-imaging

Summary of machine learning papers

✭ 26

nlp paper acl summary arxiv papers research-paper

streamdb-readings

Readings in Stream Processing

✭ 62

database research stream-processing papers

A GitHub repo for Quant Finance resources

✭ 17

finance quantitative-finance papers financial-analysis quantitative-trading

neural-net-linguistics

Papers about NN and linguistics

✭ 14

nlp linguistics papers

awesome-list-of-awesomes

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

✭ 259

nlp distributed-systems data-science machine-learning natural-language-processing microservices research tools ai computer-vision deep-learning cv ml transfer-learning papers dl

best AI papers 2021

A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.

✭ 2,740

computer-science machine-learning research ai computer-vision deep-learning paper technology innovation artificial-intelligence machinelearning papers research-paper sota state-of-art state-of-the-art artificialintelligence 2021 sota-technique

Firmware-Analysis-Papers

Recent security papers on firmware analysis

✭ 53

embedded-systems papers firmware-analysis

Summarizing the papers I have read (Japanese)

✭ 38

machine-learning computer-vision paper computer-graphics papers arxivtimes

FSL-Mate: A collection of resources for few-shot learning (FSL).

✭ 1,346

python deep-learning paper papers one-shot-learning paddlepaddle meta-learning few-shot few-shot-learning low-shot few-shot-paper few-shot-papers

Deep-learning-And-Paper

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

✭ 62

Jupyter Notebook python ai deep-learning book speech-recognition speech-to-text papers speaker-verification automl sentiment-classification meachinelearning

nlp machine learning papers

NLP 和机器学习论文中文翻译

✭ 57

nlp machine-learning chinese-translation papers

deep-learning-roadmap

my own deep learning mastery roadmap

✭ 40

roadmap deep-neural-networks ai deep-learning neural-network cnn generative-adversarial-network gan papers gans nas neural-architecture-search

Papers4DataAchitect

Collect papers for data engineering such as OLTP/OLAP/ETL/DistributedStorage.

✭ 17

olap papers oltp

MachineLearning-Papers Survey

機械学習関連の論文Survey用レポジトリ

✭ 104

procedural-advml

Task-agnostic universal black-box attacks on computer vision neural network via procedural noise (CCS'19)

✭ 47

Jupyter Notebook python keras noise papers perlin-noise deep-convolutional-networks adversarial-machine-learning adversarial-examples universal-adversarial-perturbations adversarial-attacks black-box-attacks procedural-noise-functions gabor-noise procedural-noise

Guided-I2I-Translation-Papers

Guided Image-to-Image Translation Papers

✭ 117

papers cvpr iccv image-translation image-to-image-translation eccv

awesome-secure-computation

Awesome list for cryptographic secure computation paper. This repo includes *Lattice*, *DifferentialPrivacy*, *MPC* and also a comprehensive summary for top conferences.

Discussions on papers, frameworks, blogs and ideas every Saturday.

✭ 57

Jupyter Notebook python nlp machine-learning computer-vision deep-learning neural-networks papers discussions

cuteOS-references

Documentation, references, and collected academic research for the cuteOS Kernel.

✭ 32

C++c HTML objective c CSS Makefile kernel papers

awesome-end2end-speech-recognition

💬 A list of End-to-End speech recognition, including papers, codes and other materials

✭ 49

code speech-recognition awesome-list toolkits papers curated-list end-to-end-speech-recognition

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