ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks Feb 23, 2021 Image Classification
Code Code Available 25 MedFMC: A Real-world Dataset and Benchmark For Foundation Model Adaptation in Medical Image Classification Jun 16, 2023 Diabetic Retinopathy Grading image-classification
Code Code Available 25 MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification Oct 27, 2021 AutoML image-classification
Code Code Available 25 MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Feb 19, 2023 image-classification Image Classification
Code Code Available 25 MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Mar 5, 2022 Attribute Fine-Grained Image Classification
Code Code Available 25 ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 Dimensionality Reduction image-classification
Code Code Available 25 Accelerating Transformers with Spectrum-Preserving Token Merging May 25, 2024 image-classification Image Classification
Code Code Available 25 DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
Code Code Available 25 DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification Jul 4, 2024 Descriptive Diversity
Code Code Available 25 Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
Code Code Available 25 UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Sep 18, 2021 Change Detection Decoder
Code Code Available 25 An Overview of Deep Semi-Supervised Learning Jun 9, 2020 Deep Learning image-classification
Code Code Available 25 AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Jul 5, 2024 Action Recognition Few-Shot Image Classification
Code Code Available 25 Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models Apr 16, 2024 image-classification Image Classification
Code Code Available 25 DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Mar 28, 2024 Fine-Grained Image Classification Image Classification
Code Code Available 25 Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
Code Code Available 25 Adapter is All You Need for Tuning Visual Tasks Nov 25, 2023 All image-classification
Code Code Available 25 DaViT: Dual Attention Vision Transformers Apr 7, 2022 Computational Efficiency Image Classification
Code Code Available 25 AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients Oct 15, 2020 image-classification Image Classification
Code Code Available 25 Neighborhood Attention Transformer Apr 14, 2022 image-classification Image Classification
Code Code Available 25 Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios Jul 12, 2022 Image Classification
Code Code Available 25 NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification Jun 14, 2023 Graph structure learning image-classification
Code Code Available 25 Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 25 A Self-Supervised Descriptor for Image Copy Detection Feb 21, 2022 Contrastive Learning Copy Detection
Code Code Available 25 AdaFisher: Adaptive Second Order Optimization via Fisher Information May 26, 2024 Computational Efficiency image-classification
Code Code Available 25 Optimal Weighted Convolution for Classification and Denosing May 30, 2025 Classification Denoising
Code Code Available 25 DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Sep 4, 2023 Image Classification Instance Segmentation
Code Code Available 25 Class-Incremental Learning: A Survey Feb 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available 25 BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Apr 4, 2022 image-classification Image Classification
Code Code Available 25 Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification Jul 14, 2022 Classification Earth Observation
Code Code Available 25 PMC-CLIP: Contrastive Language-Image Pre-training using Biomedical Documents Mar 13, 2023 image-classification Image Classification
Code Code Available 25 Practical Continual Forgetting for Pre-trained Vision Models Jan 16, 2025 Continual Forgetting Face Recognition
Code Code Available 25 ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Dec 2, 2018 GPU Image Classification
Code Code Available 25 Pruning Filters for Efficient ConvNets Aug 31, 2016 Image Classification Network Pruning
Code Code Available 25 CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available 25 Random Erasing Data Augmentation Aug 16, 2017 Data Augmentation General Classification
Code Code Available 25 CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Mar 13, 2023 image-classification Image Classification
Code Code Available 25 RepVGG: Making VGG-style ConvNets Great Again Jan 11, 2021 GPU Image Classification
Code Code Available 25 MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available 25 RoPAWS: Robust Semi-supervised Representation Learning from Uncurated Data Feb 28, 2023 Density Estimation image-classification
Code Code Available 25 Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion Feb 6, 2025 image-classification Image Classification
Code Code Available 25 ALBench: A Framework for Evaluating Active Learning in Object Detection Jul 27, 2022 Active Learning image-classification
Code Code Available 25 Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks May 5, 2021 image-classification Image Classification
Code Code Available 25 Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Apr 2, 2024 image-classification Image Classification
Code Code Available 25 DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification Image Classification
Code Code Available 25 Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available 25 Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation May 27, 2022 Contrastive Learning image-classification
Code Code Available 25 Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Mar 25, 2022 Contrastive Learning image-classification
Code Code Available 25 ConvMAE: Masked Convolution Meets Masked Autoencoders May 8, 2022 Computational Efficiency image-classification
Code Code Available 25 Context Encoding for Semantic Segmentation Mar 23, 2018 image-classification Image Classification
Code Code Available 25