"Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning" by Yue Duan (AAAI 2024)
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Updated
Apr 19, 2024 - Python
"Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning" by Yue Duan (AAAI 2024)
Domain-specific, fine-grained topic classification, by training models using textbooks.
MaskCon: Masked Contrastive Learning for Coarse-Labeled Dataset (CVPR2023)
FGVCLib is an open-source and well documented library for Fine-grained Visual Classification.
Interpretable Transformer for Fine-grained Image Classification
[ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification
Official PyTorch Repository of "Task Discrepancy Maximization for Fine-grained Few-Shot Classification" (TDM, CVPR 2022 Oral Paper)
[IJCAI 2023] CLE-ViT: Contrastive Learning Encoded Transformer for Ultra-Fine-Grained Visual Categorization.
A PyTorch implementation of "BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping"
A collection of differentiable SVD methods and ICCV21 "Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling?"
Code release for Your “Flamingo” is My “Bird”: Fine-Grained, or Not (CVPR 2021 Oral)
[Pattern Recognition] Mix-ViT: Mixing Attentive Vision Transformer for Ultra-Fine-Grained Visual Categorization.
The official implementation of P^2Net (Push-and-Pull Network) for fine-grained ship classification in remote sensing images
[TCSVT23, Highly Cited Paper] Boosting Few-shot Fine-grained Recognition with Background Suppression and Foreground Alignment
Fitness Action Quality Assessment or your AI-Fitness Coach [ECCV 2022]
Code release for Your “An Erudite Fine-Grained Visual Classification Model (CVPR 2023)"
Code for Graph-based High-Order Relation Discovery for Fine-grained Recognition in CVPR 2021
Code release for "Making a Bird AI Expert Work for You and Me (TPAMI 2023)".
[WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments
1st solution for the Webly-supervised Fine-grained Recognition competition in https://www.cvmart.net/race/10412/base
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