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Awesome-Computer-Vision

Adversarial Attack

A Complete List of All (arXiv) Adversarial Example Papers https://nicholas.carlini.com/writing/2019/all-adversarial-example-papers.html

Awesome-adversarial-deep-learning https://github.com/nebula-beta/awesome-adversarial-deep-learning

Graph Adversarial Learning Literature https://github.com/YingtongDou/graph-adversarial-learning-literature

Robust ML https://github.com/P2333/Papers-of-Robust-ML

Video Recognition

Awesome-action-recognition https://github.com/jinwchoi/awesome-action-recognition

Materials-temporal-action-detection https://github.com/Rheelt/Materials-Temporal-Action-Detection

Recent-paper-list https://zhuanlan.zhihu.com/p/76073340

Autonomous Driving

Awesome-autonomous-driving https://github.com/autonomousdrivingkr/Awesome-Autonomous-Driving

Autonomous-vehicle https://github.com/DeepTecher/AutonomousVehiclePaper

Awesome-point-cloud-analysis https://github.com/Yochengliu/awesome-point-cloud-analysis

Awesome-3D-reconstruction https://github.com/openMVG/awesome_3DReconstruction_list

AutoML

Awesome-network-pruning https://github.com/he-y/Awesome-Pruning

Awesome-compression-and-acceleration https://github.com/sun254/awesome-model-compression-and-acceleration

Awesome-network-architecture-search https://github.com/D-X-Y/Awesome-NAS

Literature-on-neural-archtecture-search https://www.ml4aad.org/automl/literature-on-neural-architecture-search/

Awesome-automl https://github.com/hibayesian/awesome-automl-papers

Reinforcement Learning

Awesome-reinforcement-learning https://github.com/aikorea/awesome-rl

Awesome-multiagent-learning https://github.com/chuangyc/awesome-multiagent-learning

Awesome-deep-reinforcement-learning https://github.com/jgvictores/awesome-deep-reinforcement-learning

Transfer Learning

Awesome-zero-shot-learning https://github.com/chichilicious/awesome-zero-shot-learning

Awesome-transfer-learning https://github.com/artix41/awesome-transfer-learning

Awesome-meta-learning https://github.com/dragen1860/awesome-meta-learning

Graph Neural Network

Must-read-papers-on-GNN https://github.com/thunlp/GNNPapers

Awesome-Graph-Neural-Networks https://github.com/nnzhan/Awesome-Graph-Neural-Networks

Awesome-graph-classification https://github.com/benedekrozemberczki/awesome-graph-classification

Generative Adversarial Network

Awesome-gan https://github.com/nightrome/really-awesome-gan

Awesome-gans-applications https://github.com/nashory/gans-awesome-applications

Object Detection

Object-detection https://github.com/hoya012/deep_learning_object_detection

Awesome-object-detection https://github.com/amusi/awesome-object-detection

Object Tracking

Multi-object-tracking https://github.com/SpyderXu/multi-object-tracking-paper-list

Object-tracking-benchmarks https://github.com/foolwood/benchmark_results

Pose Estimation

Awesome-human-pose-estimation https://github.com/cbsudux/awesome-human-pose-estimation

Awesome-object-pose https://github.com/nkalavak/awesome-object-pose

Segmentation

Awesome-semantic-segmentation https://github.com/mrgloom/awesome-semantic-segmentation

Classification

Awesome-image-classification https://github.com/weiaicunzai/awesome-image-classification

Super Resolution

Awesome-Super-Resolution https://github.com/ChaofWang/Awesome-Super-Resolution

Denoising

Reproducible-image-denoising https://github.com/wenbihan/reproducible-image-denoising-state-of-the-art

Interpretability

Recent-paper-list https://zhuanlan.zhihu.com/p/74542589

awesome_deep_learning_interpretability https://github.com/oneTaken/awesome_deep_learning_interpretability

Anomaly Detection

Anomaly-detection-resources https://github.com/yzhao062/anomaly-detection-resources

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