| Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models | Jan 25, 2025 | AttributeContrastive Learning | CodeCode Available | 2 |
| RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition | Mar 20, 2024 | Contrastive LearningFine-Grained Visual Recognition | CodeCode Available | 2 |
| CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification | Apr 29, 2022 | AttributeClassification | CodeCode Available | 2 |
| Generalized Category Discovery | Jan 7, 2022 | Fine-Grained Visual RecognitionOpen-World Semi-Supervised Learning | CodeCode Available | 2 |
| Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data | Feb 19, 2025 | Fine-Grained Visual RecognitionPneumonia Detection | CodeCode Available | 1 |
| HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding | Nov 23, 2023 | Fine-Grained Visual RecognitionGraph Representation Learning | CodeCode Available | 1 |
| Dynamic Conceptional Contrastive Learning for Generalized Category Discovery | Mar 30, 2023 | Contrastive LearningFine-Grained Visual Recognition | CodeCode Available | 1 |
| Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems | Mar 3, 2023 | Fine-Grained Visual RecognitionSelf-Supervised Learning | CodeCode Available | 1 |
| Fine-Grained Visual Classification via Internal Ensemble Learning Transformer | Feb 13, 2023 | ClassificationEnsemble Learning | CodeCode Available | 1 |
| Part-guided Relational Transformers for Fine-grained Visual Recognition | Dec 28, 2022 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 |
| Penalizing the Hard Example But Not Too Much: A Strong Baseline for Fine-Grained Visual Classification | Nov 21, 2022 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 |
| Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism | Aug 1, 2022 | Fine-Grained Visual Recognition | CodeCode Available | 1 |
| Few-shot Keypoint Detection with Uncertainty Learning for Unseen Species | Dec 12, 2021 | Fine-Grained Visual RecognitionKeypoint Detection | CodeCode Available | 1 |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | Aug 19, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Interpretable and Accurate Fine-grained Recognition via Region Grouping | May 21, 2020 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 |
| Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset | Apr 26, 2020 | AttributeFine-Grained Visual Categorization | CodeCode Available | 1 |
| Feathers dataset for Fine-Grained Visual Categorization | Apr 18, 2020 | Fine-Grained Visual CategorizationFine-Grained Visual Recognition | CodeCode Available | 1 |
| X-Linear Attention Networks for Image Captioning | Mar 31, 2020 | DecoderFine-Grained Visual Recognition | CodeCode Available | 1 |
| Multi-Objective Matrix Normalization for Fine-grained Visual Recognition | Mar 30, 2020 | Fine-Grained Visual RecognitionGPU | CodeCode Available | 1 |
| Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network | Jan 17, 2020 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 |
| Metric Learning with Adaptive Density Discrimination | Nov 18, 2015 | AttributeClassification | CodeCode Available | 1 |
| FiGKD: Fine-Grained Knowledge Distillation via High-Frequency Detail Transfer | May 17, 2025 | Fine-Grained Visual RecognitionKnowledge Distillation | —Unverified | 0 |
| Efficient Vocabulary-Free Fine-Grained Visual Recognition in the Age of Multimodal LLMs | May 2, 2025 | Fine-Grained Visual Recognition | —Unverified | 0 |
| XR-VLM: Cross-Relationship Modeling with Multi-part Prompts and Visual Features for Fine-Grained Recognition | Mar 10, 2025 | Fine-Grained Visual RecognitionPrompt Learning | —Unverified | 0 |
