Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification Jan 17, 2021 Fine-Grained Image Classification General Classification
Code Code Available 5 ResNet strikes back: An improved training procedure in timm Oct 1, 2021 Classification Data Augmentation
Code Code Available 5 Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning Dec 19, 2023 Fine-Grained Image Classification Semi-Supervised Image Classification
Code Code Available 5 Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 5 Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification Mar 4, 2021 Classification Fine-Grained Image Classification
Code Code Available 5 Self-Supervised Learning by Estimating Twin Class Distributions Oct 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 5 Making a Bird AI Expert Work for You and Me Dec 6, 2021 Fine-Grained Image Classification
Code Code Available 5 Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Aug 3, 2022 Classification Data Augmentation
Code Code Available 5 Masking Strategies for Background Bias Removal in Computer Vision Models Aug 23, 2023 Fine-Grained Image Classification image-classification
Code Code Available 5 Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Aug 19, 2021 Causal Inference counterfactual
Code Code Available 5 ImageNet-21K Pretraining for the Masses Apr 22, 2021 Action Recognition Fine-Grained Image Classification
Code Code Available 5 Image Difference Captioning with Pre-training and Contrastive Learning Feb 9, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 5 Learning with Unmasked Tokens Drives Stronger Vision Learners Oct 20, 2023 Attribute Decoder
Code Code Available 5 Learning to Navigate for Fine-grained Classification Sep 2, 2018 Fine-Grained Image Classification General Classification
Code Code Available 5 Look-into-Object: Self-supervised Structure Modeling for Object Recognition Mar 31, 2020 Fine-Grained Image Classification Image Recognition
Code Code Available 5 Meta Co-Training: Two Views are Better than One Nov 29, 2023 Fine-Grained Image Classification image-classification
Code Code Available 5 Learn from Each Other to Classify Better: Cross-layer Mutual Attention Learning for Fine-grained Visual Classification Mar 22, 2023 Fine-Grained Image Classification
Code Code Available 5 Dataset Condensation with Contrastive Signals Feb 7, 2022 Attribute Continual Learning
Code Code Available 5 Learning Attentive Pairwise Interaction for Fine-Grained Classification Feb 24, 2020 Classification Fine-Grained Image Classification
Code Code Available 5 Escaping the Big Data Paradigm with Compact Transformers Apr 12, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 5 Bi-directional Feature Reconstruction Network for Fine-Grained Few-Shot Image Classification Nov 30, 2022 Few-Shot Image Classification Few-Shot Learning
Code Code Available 5 Learning Semantically Enhanced Feature for Fine-Grained Image Classification Jun 24, 2020 Classification Fine-Grained Image Classification
Code Code Available 5 A Comprehensive Study on Torchvision Pre-trained Models for Fine-grained Inter-species Classification Oct 14, 2021 Fine-Grained Image Classification Transfer Learning
Code Code Available 5 Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available 5 Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available 5 Feature Fusion Vision Transformer for Fine-Grained Visual Categorization Jul 6, 2021 Fine-Grained Image Classification Fine-Grained Visual Categorization
Code Code Available 5 BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping Oct 29, 2023 Contrastive Learning Cross-Modal Retrieval
Code Code Available 5 DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available 5 Exploration of Class Center for Fine-Grained Visual Classification Jul 5, 2024 Classification Fine-Grained Image Classification
Code Code Available 5 Destruction and Construction Learning for Fine-Grained Image Recognition Jun 1, 2019 Classification Fine-Grained Image Classification
Code Code Available 5 BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Nov 29, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 5 Diffusion Models Beat GANs on Image Classification Jul 17, 2023 Classification Denoising
Code Code Available 5 Learning Cross-Image Object Semantic Relation in Transformer for Few-Shot Fine-Grained Image Classification Jul 2, 2022 Fine-Grained Image Classification image-classification
Code Code Available 5 Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available 5 Fine-Grained Predicates Learning for Scene Graph Generation Apr 6, 2022 Fine-Grained Image Classification Graph Generation
Code Code Available 5 Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval Sep 21, 2020 Fine-Grained Image Classification General Classification
Code Code Available 5 A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Nov 7, 2023 Decoder Fine-Grained Image Classification
Code Code Available 5 Fine-Grained Visual Classification using Self Assessment Classifier May 21, 2022 Classification Continual Learning
Code Code Available 5 Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features Jan 31, 2021 Fine-Grained Image Classification General Classification
Code Code Available 5 Fine-Grained Visual Classification via Internal Ensemble Learning Transformer Feb 13, 2023 Classification Ensemble Learning
Code Code Available 5 Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information Mar 7, 2022 Fine-Grained Image Classification image-classification
Code Code Available 5 Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification Jan 10, 2022 Fine-Grained Image Classification Relation
Code Code Available 5 Fine-grained Visual Classification with High-temperature Refinement and Background Suppression Mar 11, 2023 Fine-Grained Image Classification Vocal Bursts Intensity Prediction
Code Code Available 5 Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning Jun 16, 2018 Fine-Grained Image Classification Fine-Grained Visual Categorization
Code Code Available 5 GIST: Generating Image-Specific Text for Fine-grained Object Classification Jul 21, 2023 Classification Fine-Grained Image Classification
Code Code Available 5 Good Questions Help Zero-Shot Image Reasoning Dec 4, 2023 Fine-Grained Image Classification Question Answering
Code Code Available 5 Generative Parameter-Efficient Fine-Tuning Dec 1, 2023 Arithmetic Reasoning Fine-Grained Image Classification
Code Code Available 5 Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Jun 20, 2024 Data Augmentation Diversity
Code Code Available 5 Knowledge Mining with Scene Text for Fine-Grained Recognition Mar 27, 2022 Activity Recognition Classification
Code Code Available 5 Learning Partial Correlation based Deep Visual Representation for Image Classification Apr 23, 2023 Fine-Grained Image Classification GPU
Code Code Available 5 