| Analyzing and Boosting the Power of Fine-Grained Visual Recognition for Multi-modal Large Language Models | Jan 25, 2025 | AttributeContrastive Learning | CodeCode Available | 2 | 5 |
| RAR: Retrieving And Ranking Augmented MLLMs for Visual Recognition | Mar 20, 2024 | Contrastive LearningFine-Grained Visual Recognition | CodeCode Available | 2 | 5 |
| Generalized Category Discovery | Jan 7, 2022 | Fine-Grained Visual RecognitionOpen-World Semi-Supervised Learning | CodeCode Available | 2 | 5 |
| CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification | Apr 29, 2022 | AttributeClassification | CodeCode Available | 2 | 5 |
| 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 | 5 |
| Few-shot Keypoint Detection with Uncertainty Learning for Unseen Species | Dec 12, 2021 | Fine-Grained Visual RecognitionKeypoint Detection | CodeCode Available | 1 | 5 |
| HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding | Nov 23, 2023 | Fine-Grained Visual RecognitionGraph Representation Learning | CodeCode Available | 1 | 5 |
| Fine-Grained Visual Classification via Internal Ensemble Learning Transformer | Feb 13, 2023 | ClassificationEnsemble Learning | CodeCode Available | 1 | 5 |
| Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification | Aug 19, 2021 | Causal Inferencecounterfactual | CodeCode Available | 1 | 5 |
| Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization | Apr 15, 2019 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| Metric Learning with Adaptive Density Discrimination | Nov 18, 2015 | AttributeClassification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Dynamic Conceptional Contrastive Learning for Generalized Category Discovery | Mar 30, 2023 | Contrastive LearningFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Interpretable and Accurate Fine-grained Recognition via Region Grouping | May 21, 2020 | Fine-Grained Visual RecognitionGeneral Classification | CodeCode Available | 1 | 5 |
| Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-Boosting Attention Mechanism | Aug 1, 2022 | Fine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data | Feb 19, 2025 | Fine-Grained Visual RecognitionPneumonia Detection | CodeCode Available | 1 | 5 |
| Part-guided Relational Transformers for Fine-grained Visual Recognition | Dec 28, 2022 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| X-Linear Attention Networks for Image Captioning | Mar 31, 2020 | DecoderFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| Multi-Objective Matrix Normalization for Fine-grained Visual Recognition | Mar 30, 2020 | Fine-Grained Visual RecognitionGPU | CodeCode Available | 1 | 5 |
| Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset | Apr 26, 2020 | AttributeFine-Grained Visual Categorization | CodeCode Available | 1 | 5 |
| Feathers dataset for Fine-Grained Visual Categorization | Apr 18, 2020 | Fine-Grained Visual CategorizationFine-Grained Visual Recognition | CodeCode Available | 1 | 5 |
| The iMet Collection 2019 Challenge Dataset | Jun 3, 2019 | AttributeFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Bilinear CNNs for Fine-grained Visual Recognition | Apr 29, 2015 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Data-driven Meta-set Based Fine-Grained Visual Classification | Aug 6, 2020 | ClassificationFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? | Mar 31, 2022 | Fine-Grained Visual RecognitionMultimodal Reasoning | CodeCode Available | 0 | 5 |
| ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification | Jul 11, 2020 | Face VerificationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Enhancing Fine-Grained Visual Recognition in the Low-Data Regime Through Feature Magnitude Regularization | Sep 3, 2024 | Fine-Grained Image RecognitionFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones | Jan 23, 2021 | Fine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Extract More from Less: Efficient Fine-Grained Visual Recognition in Low-Data Regimes | Jun 28, 2024 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Extremely Fine-Grained Visual Classification over Resembling Glyphs in the Wild | Aug 25, 2024 | Contrastive LearningFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Few-Shot Classification of Interactive Activities of Daily Living (InteractADL) | Jun 3, 2024 | Few Shot Action RecognitionFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| Fine-grained visual recognition with salient feature detection | Aug 12, 2018 | ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition | Jul 26, 2018 | Fine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Interweaving Insights: High-Order Feature Interaction for Fine-Grained Visual Recognition | Oct 20, 2024 | Computational EfficiencyFine-Grained Image Classification | CodeCode Available | 0 | 5 |
| MemSAC: Memory Augmented Sample Consistency for Large Scale Unsupervised Domain Adaptation | Jul 25, 2022 | Domain AdaptationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition | Nov 17, 2019 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| MILDNet: A Lightweight Single Scaled Deep Ranking Architecture | Mar 3, 2019 | Fine-Grained Visual RecognitionImage Retrieval | CodeCode Available | 0 | 5 |
| Multi-View Active Fine-Grained Visual Recognition | Jan 1, 2023 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition | May 26, 2022 | Fine-Grained Image ClassificationFine-Grained Visual Categorization | CodeCode Available | 0 | 5 |
| Retrieving Similar E-Commerce Images Using Deep Learning | Jan 11, 2019 | Deep LearningFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Self-Paced Learning with Adaptive Deep Visual Embeddings | Jul 24, 2018 | Fine-Grained Visual Recognitionimage-classification | CodeCode Available | 0 | 5 |
| Towards Generative Class Prompt Learning for Fine-grained Visual Recognition | Sep 3, 2024 | AttributeContrastive Learning | CodeCode Available | 0 | 5 |
| Detail Reinforcement Diffusion Model: Augmentation Fine-Grained Visual Categorization in Few-Shot Conditions | Sep 15, 2023 | Data AugmentationFine-Grained Visual Categorization | —Unverified | 0 | 0 |
| LoDisc: Learning Global-Local Discriminative Features for Self-Supervised Fine-Grained Visual Recognition | Mar 6, 2024 | Contrastive LearningFine-Grained Visual Recognition | —Unverified | 0 | 0 |
| M2Former: Multi-Scale Patch Selection for Fine-Grained Visual Recognition | Aug 4, 2023 | Fine-Grained Visual RecognitionObject | —Unverified | 0 | 0 |
| A free lunch from ViT:Adaptive Attention Multi-scale Fusion Transformer for Fine-grained Visual Recognition | Oct 4, 2021 | Fine-Grained Image ClassificationFine-Grained Visual Recognition | —Unverified | 0 | 0 |
| Spatial-Scale Aligned Network for Fine-Grained Recognition | Jan 5, 2020 | Fine-Grained Visual Recognition | —Unverified | 0 | 0 |
| Democratizing Fine-grained Visual Recognition with Large Language Models | Jan 24, 2024 | Fine-Grained Visual RecognitionWorld Knowledge | —Unverified | 0 | 0 |
| Text-Embedded Bilinear Model for Fine-Grained Visual Recognition | Oct 12, 2020 | Fine-Grained Image RecognitionFine-Grained Visual Recognition | —Unverified | 0 | 0 |