王晓栋 (Xiaodong Wang)'s repositories
few-shot-classification-leaderboard
Leaderboards for few-shot image classification on miniImageNet, tieredImageNet, FC100, and CIFAR-FS.
ASL
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
awesome-detectron2
A collection of projects build with detectron2
Awesome-Few-Shot-Image-Generation
A curated list of papers, code and resources pertaining to few-shot image generation
awesome-few-shot-learning-1
A review for latest few-shot learning works
awesome-papers-fewshot
Collection for Few-shot Learning
FcaNet
FcaNet: Frequency Channel Attention Networks
few-shot-object-detection
Implementations of few-shot object detection benchmarks
FRN
(CVPR 2021) Few-Shot Classification with Feature Map Reconstruction Networks
FSL-Mate
FSL-Mate: A collection of resources for few-shot learning (FSL).
HKRM
Hybrid Knowledge Routed Module for Large-scale Object Detection (NerIPS2018)
ifsl
[NeurIPS 2020] Released code for Interventional Few-Shot Learning
inat_comp
iNaturalist competition details
invariance-equivariance
"Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning" by Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah (CVPR 2021)
IP102
IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition
ML-GCN
PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
mmdetection-mini
mmdetection最小学习版
pycls
Codebase for Image Classification Research, written in PyTorch.
pyecharts-gallery
Just use pyecharts to imitate Echarts official example.
quarrying-insect-id
昆虫识别 (Insect Recognition)
torch_backbones
Unofficial implementations of some classical CNN backbones with pytorch
YOLOF
You Only Look One-level Feature (YOLOF), CVPR2021, Detectron2