Yifei Zhang's repositories
Unsupervised-Visual-Representation-Learning
Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.
MoCo-v2-SupContrast
Supervised Contrastive Learning (SupContrast) based on MoCo-v2
SEED_ICLR21
SEED: Self-supervised Distillation for Visual Representation
Awesome-Self-supervised-Learning-of-Tiny-Models
Overview of self-supervised learning of tiny models, including distillation-based methods (aks. self-supervised distillation) and non-distillation methods.
CV_AI_Journals
AI、CV方向国际学术期刊
Awesome-Novel-Class-Discovery
A list of papers that studies Novel Class Discovery
Novel-Category-Discovery
Overview of visual novel category discovery (or novel class discovery, NCD) methods.
Self-supervised-Video-Representation-Learning
Overview of self-supervised video representation learning methods.
deep-text-recognition-benchmark
Text recognition (optical character recognition) with deep learning methods.
deepcluster
Deep Clustering for Unsupervised Learning of Visual Features
detectron2
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
faster-rcnn.pytorch
A faster pytorch implementation of faster r-cnn
OpenSelfSup
Self-Supervised Learning Toolbox and Benchmark
RCLSTR
Official PyTorch implementation of `[ACMMM 2023]Relational Contrastive Learning for Scene Text Recognition`
vince
Video Noise Contrastive Estimation
zhangyifei01.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes