Visual-RFT: Visual Reinforcement Fine-Tuning Mar 3, 2025 Few-Shot Object Detection Fine-Grained Image Classification
Code Code Available DINOv2: Learning Robust Visual Features without Supervision Apr 14, 2023 Depth Estimation Domain Generalization
Code Code Available EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks May 28, 2019 Action Recognition Domain Generalization
Code Code Available AutoAugment: Learning Augmentation Policies from Data May 24, 2018 Data Augmentation Domain Generalization
Code Code Available Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis Jan 16, 2025 Explainable Artificial Intelligence (XAI) Explainable Models
Code Code Available DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Mar 28, 2024 Fine-Grained Image Classification Image Classification
Code Code Available Your Diffusion Model is Secretly a Zero-Shot Classifier Mar 28, 2023 Domain Generalization Fine-Grained Image Classification
Code Code Available MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Mar 5, 2022 Attribute Fine-Grained Image Classification
Code Code Available A Novel Plug-in Module for Fine-Grained Visual Classification Feb 8, 2022 Classification Fine-Grained Image Classification
Code Code Available A Simple Episodic Linear Probe Improves Visual Recognition in the Wild Jan 1, 2022 Fine-Grained Image Classification Image Classification
Code Code Available AutoFormer: Searching Transformers for Visual Recognition Jul 1, 2021 AutoML Fine-Grained Image Classification
Code Code Available Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Feb 11, 2021 Cross-Modal Retrieval Fine-Grained Image Classification
Code Code Available Sharpness-Aware Minimization for Efficiently Improving Generalization Oct 3, 2020 Fine-Grained Image Classification Image Classification
Code Code Available Big Transfer (BiT): General Visual Representation Learning Dec 24, 2019 Few-Shot Learning Fine-Grained Image Classification
Code Code Available Fixing the train-test resolution discrepancy Jun 14, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Nov 16, 2018 Fine-Grained Image Classification image-classification
Code Code Available Vision Mamba Distillation for Low-resolution Fine-grained Image Classification Nov 27, 2024 Classification Fine-Grained Image Classification
Code Code Available Multi-Granularity Part Sampling Attention for Fine-Grained Visual Classification Aug 16, 2024 Fine-Grained Image Classification object-detection
Code Code Available Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning Aug 13, 2024 Fine-Grained Image Classification
Code Code Available PDiscoFormer: Relaxing Part Discovery Constraints with Vision Transformers Jul 5, 2024 Fine-Grained Image Classification Image Classification
Code Code Available Exploration of Class Center for Fine-Grained Visual Classification Jul 5, 2024 Classification Fine-Grained Image Classification
Code Code Available Advancing Fine-Grained Classification by Structure and Subject Preserving Augmentation Jun 20, 2024 Data Augmentation Diversity
Code Code Available DenoiseRep: Denoising Model for Representation Learning Jun 13, 2024 Denoising Fine-Grained Image Classification
Code Code Available Progressive Multi-task Anti-Noise Learning and Distilling Frameworks for Fine-grained Vehicle Recognition Jan 25, 2024 Denoising Fine-Grained Image Classification
Code Code Available Improved Zero-Shot Classification by Adapting VLMs with Text Descriptions Jan 4, 2024 Fine-Grained Image Classification image-classification
Code Code Available 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 Good Questions Help Zero-Shot Image Reasoning Dec 4, 2023 Fine-Grained Image Classification Question Answering
Code Code Available Generative Parameter-Efficient Fine-Tuning Dec 1, 2023 Arithmetic Reasoning Fine-Grained Image Classification
Code Code Available Meta Co-Training: Two Views are Better than One Nov 29, 2023 Fine-Grained Image Classification image-classification
Code Code Available A Simple Interpretable Transformer for Fine-Grained Image Classification and Analysis Nov 7, 2023 Decoder Fine-Grained Image Classification
Code Code Available BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping Oct 29, 2023 Contrastive Learning Cross-Modal Retrieval
Code Code Available Learning with Unmasked Tokens Drives Stronger Vision Learners Oct 20, 2023 Attribute Decoder
Code Code Available Long-Tail Learning with Foundation Model: Heavy Fine-Tuning Hurts Sep 18, 2023 Fine-Grained Image Classification Image Classification
Code Code Available Masking Strategies for Background Bias Removal in Computer Vision Models Aug 23, 2023 Fine-Grained Image Classification image-classification
Code Code Available Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification Jul 28, 2023 Cross-Domain Few-Shot Fine-Grained Image Classification
Code Code Available GIST: Generating Image-Specific Text for Fine-grained Object Classification Jul 21, 2023 Classification Fine-Grained Image Classification
Code Code Available Diffusion Models Beat GANs on Image Classification Jul 17, 2023 Classification Denoising
Code Code Available TOAST: Transfer Learning via Attention Steering May 24, 2023 Fine-Grained Image Classification Instruction Following
Code Code Available Salient Mask-Guided Vision Transformer for Fine-Grained Classification May 11, 2023 Classification Fine-Grained Image Classification
Code Code Available Reduction of Class Activation Uncertainty with Background Information May 5, 2023 Classification Fine-Grained Image Classification
Code Code Available Learning Partial Correlation based Deep Visual Representation for Image Classification Apr 23, 2023 Fine-Grained Image Classification GPU
Code Code Available Take 5: Interpretable Image Classification with a Handful of Features Mar 23, 2023 Diversity Fine-Grained Image Classification
Code Code Available 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 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 Fine-Grained Visual Classification via Internal Ensemble Learning Transformer Feb 13, 2023 Classification Ensemble Learning
Code Code Available The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation Jan 6, 2023 Benchmarking Crop Classification
Code Code Available Part-guided Relational Transformers for Fine-grained Visual Recognition Dec 28, 2022 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available Towards Scene Understanding for Autonomous Operations on Airport Aprons Dec 4, 2022 Autonomous Driving Benchmarking
Code Code Available 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 Penalizing the Hard Example But Not Too Much: A Strong Baseline for Fine-Grained Visual Classification Nov 21, 2022 Fine-Grained Image Classification Fine-Grained Visual Recognition
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