Effective Data Augmentation With Diffusion Models Feb 7, 2023 Data Augmentation Diversity
Code Code Available 2Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention Feb 19, 2025 image-classification Image Classification
Code Code Available 2MedViT: A Robust Vision Transformer for Generalized Medical Image Classification Feb 19, 2023 image-classification Image Classification
Code Code Available 2Attention Mechanisms in Computer Vision: A Survey Nov 15, 2021 image-classification Image Classification
Code Code Available 2MetaFormer: A Unified Meta Framework for Fine-Grained Recognition Mar 5, 2022 Attribute Fine-Grained Image Classification
Code Code Available 2MogaNet: Multi-order Gated Aggregation Network Nov 7, 2022 3D Human Pose Estimation Image Classification
Code Code Available 2Agent Attention: On the Integration of Softmax and Linear Attention Dec 14, 2023 Computational Efficiency image-classification
Code Code Available 2Accelerating Transformers with Spectrum-Preserving Token Merging May 25, 2024 image-classification Image Classification
Code Code Available 2ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 Dimensionality Reduction image-classification
Code Code Available 2Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
Code Code Available 2ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer Mar 8, 2022 Image Classification object-detection
Code Code Available 2Efficient Multi-Scale Attention Module with Cross-Spatial Learning May 23, 2023 Dimensionality Reduction image-classification
Code Code Available 2DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Mar 28, 2024 Fine-Grained Image Classification Image Classification
Code Code Available 2Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models Apr 16, 2024 image-classification Image Classification
Code Code Available 2DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
Code Code Available 2Class-Incremental Learning: A Survey Feb 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available 2Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 2AutoFormer: Searching Transformers for Visual Recognition Jul 1, 2021 AutoML Fine-Grained Image Classification
Code Code Available 2Multi-Representation Adaptation Network for Cross-domain Image Classification Jan 4, 2022 Classification Domain Adaptation
Code Code Available 2Neighborhood Attention Transformer Apr 14, 2022 image-classification Image Classification
Code Code Available 2Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios Jul 12, 2022 Image Classification
Code Code Available 2NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification Jun 14, 2023 Graph structure learning image-classification
Code Code Available 2Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
Code Code Available 2DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Sep 4, 2023 Image Classification Instance Segmentation
Code Code Available 2AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation Jul 5, 2024 Action Recognition Few-Shot Image Classification
Code Code Available 2Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources Jan 4, 2022 Domain Adaptation domain classification
Code Code Available 2Parameter-Efficient Fine-Tuning with Discrete Fourier Transform May 5, 2024 image-classification Image Classification
Code Code Available 2Parameter-Inverted Image Pyramid Networks Jun 6, 2024 Computational Efficiency image-classification
Code Code Available 2DaViT: Dual Attention Vision Transformers Apr 7, 2022 Computational Efficiency Image Classification
Code Code Available 2DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification Jul 4, 2024 Descriptive Diversity
Code Code Available 2BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Apr 4, 2022 image-classification Image Classification
Code Code Available 2PlantSeg: A Large-Scale In-the-wild Dataset for Plant Disease Segmentation Sep 6, 2024 Benchmarking image-classification
Code Code Available 2Practical Continual Forgetting for Pre-trained Vision Models Jan 16, 2025 Continual Forgetting Face Recognition
Code Code Available 2Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Apr 10, 2023 image-classification Image Classification
Code Code Available 2Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image Classification Jul 14, 2022 Classification Earth Observation
Code Code Available 2RandAugment: Practical automated data augmentation with a reduced search space Sep 30, 2019 Data Augmentation Domain Generalization
Code Code Available 2CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available 2RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Jun 19, 2023 Classification Cross-Modal Retrieval
Code Code Available 2CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Mar 13, 2023 image-classification Image Classification
Code Code Available 2Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Jul 10, 2017 Deep Learning image-classification
Code Code Available 2Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators May 23, 2024 image-classification Image Classification
Code Code Available 2Cross the Gap: Exposing the Intra-modal Misalignment in CLIP via Modality Inversion Feb 6, 2025 image-classification Image Classification
Code Code Available 2Beyond Self-attention: External Attention using Two Linear Layers for Visual Tasks May 5, 2021 image-classification Image Classification
Code Code Available 2ScaleKD: Strong Vision Transformers Could Be Excellent Teachers Nov 11, 2024 image-classification Image Classification
Code Code Available 2Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Apr 2, 2024 image-classification Image Classification
Code Code Available 2DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification Image Classification
Code Code Available 2Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation May 27, 2022 Contrastive Learning image-classification
Code Code Available 2ConvMAE: Masked Convolution Meets Masked Autoencoders May 8, 2022 Computational Efficiency image-classification
Code Code Available 2Continual Forgetting for Pre-trained Vision Models Mar 18, 2024 Continual Forgetting Face Recognition
Code Code Available 2AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification Jun 18, 2024 Diversity image-classification
Code Code Available 2