2nd Place Solution to Google Universal Image Embedding Oct 17, 2022 Fine-Grained Image Classification image-classification
Code Code Available SR-GNN: Spatial Relation-aware Graph Neural Network for Fine-Grained Image Categorization Sep 5, 2022 Fine-Grained Image Classification Graph Neural Network
Code Code Available SIM-Trans: Structure Information Modeling Transformer for Fine-grained Visual Categorization Aug 31, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available Convolutional Fine-Grained Classification with Self-Supervised Target Relation Regularization Aug 3, 2022 Classification Data Augmentation
Code Code Available Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Jul 26, 2022 Adversarial Robustness Fine-Grained Image Classification
Code Code Available ViT-NeT: Interpretable Vision Transformers with Neural Tree Decoder Jul 17, 2022 Decision Making Decoder
Code Code Available Contrastive Deep Supervision Jul 12, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available 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 Fine-Grained Visual Classification using Self Assessment Classifier May 21, 2022 Classification Continual Learning
Code Code Available Fine-Grained Predicates Learning for Scene Graph Generation Apr 6, 2022 Fine-Grained Image Classification Graph Generation
Code Code Available Knowledge Mining with Scene Text for Fine-Grained Recognition Mar 27, 2022 Activity Recognition Classification
Code Code Available Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy Mar 15, 2022 Active Learning Classification
Code Code Available 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 Image Difference Captioning with Pre-training and Contrastive Learning Feb 9, 2022 Contrastive Learning Fine-Grained Image Classification
Code Code Available Dataset Condensation with Contrastive Signals Feb 7, 2022 Attribute Continual Learning
Code Code Available Revisiting Weakly Supervised Pre-Training of Visual Perception Models Jan 20, 2022 Fine-Grained Image Classification Image Classification
Code Code Available Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification Jan 10, 2022 Fine-Grained Image Classification Relation
Code Code Available Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data Dec 6, 2021 Fine-Grained Image Classification
Code Code Available Making a Bird AI Expert Work for You and Me Dec 6, 2021 Fine-Grained Image Classification
Code Code Available ML-Decoder: Scalable and Versatile Classification Head Nov 25, 2021 Classification Decoder
Code Code Available Human Attention in Fine-grained Classification Nov 2, 2021 Classification Decision Making
Code Code Available The Aircraft Context Dataset: Understanding and Optimizing Data Variability in Aerial Domains Oct 17, 2021 Fine-Grained Image Classification Instance Segmentation
Code Code Available Self-Supervised Learning by Estimating Twin Class Distributions Oct 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 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 ResNet strikes back: An improved training procedure in timm Oct 1, 2021 Classification Data Augmentation
Code Code Available Towards Fine-grained Image Classification with Generative Adversarial Networks and Facial Landmark Detection Aug 28, 2021 Classification Data Augmentation
Code Code Available Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Aug 19, 2021 Causal Inference counterfactual
Code Code Available Self-Supervised Learning for Fine-Grained Image Classification Jul 29, 2021 Classification Contrastive Learning
Code Code Available Non-binary deep transfer learning for image classification Jul 19, 2021 Classification Fine-Grained Image Classification
Code Code Available Feature Fusion Vision Transformer for Fine-Grained Visual Categorization Jul 6, 2021 Fine-Grained Image Classification Fine-Grained Visual Categorization
Code Code Available Exploring Vision Transformers for Fine-grained Classification Jun 19, 2021 Classification Fine-Grained Image Classification
Code Code Available ResMLP: Feedforward networks for image classification with data-efficient training May 7, 2021 Data Augmentation Fine-Grained Image Classification
Code Code Available ImageNet-21K Pretraining for the Masses Apr 22, 2021 Action Recognition Fine-Grained Image Classification
Code Code Available Escaping the Big Data Paradigm with Compact Transformers Apr 12, 2021 Fine-Grained Image Classification Image Classification
Code Code Available Danish Fungi 2020 -- Not Just Another Image Recognition Dataset Mar 18, 2021 Classification Classifier calibration
Code Code Available TransFG: A Transformer Architecture for Fine-grained Recognition Mar 14, 2021 Fine-Grained Image Classification Image Classification
Code Code Available Feature Boosting, Suppression, and Diversification for Fine-Grained Visual Classification Mar 4, 2021 Classification Fine-Grained Image Classification
Code Code Available Transformer in Transformer Feb 27, 2021 Fine-Grained Image Classification Image Classification
Code Code Available 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 Progressive Co-Attention Network for Fine-grained Visual Classification Jan 21, 2021 Classification Fine-Grained Image Classification
Code Code Available Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification Jan 17, 2021 Fine-Grained Image Classification General Classification
Code Code Available Training data-efficient image transformers & distillation through attention Dec 23, 2020 Document Image Classification Document Layout Analysis
Code Code Available SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data Dec 9, 2020 Fine-Grained Image Classification Semantic Composition
Code Code Available BSNet: Bi-Similarity Network for Few-shot Fine-grained Image Classification Nov 29, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available Your "Flamingo" is My "Bird": Fine-Grained, or Not Nov 18, 2020 Disentanglement Fine-Grained Image Classification
Code Code Available 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 Concept Learners for Few-Shot Learning Jul 14, 2020 Few-Shot Learning Fine-Grained Image Classification
Code Code Available SpinalNet: Deep Neural Network with Gradual Input Jul 7, 2020 Fine-Grained Image Classification Image Classification
Code Code Available ULSAM: Ultra-Lightweight Subspace Attention Module for Compact Convolutional Neural Networks Jun 26, 2020 Fine-Grained Image Classification General Classification
Code Code Available Learning Semantically Enhanced Feature for Fine-Grained Image Classification Jun 24, 2020 Classification Fine-Grained Image Classification
Code Code Available 