Medical Image Classification with KAN-Integrated Transformers and Dilated Neighborhood Attention Feb 19, 2025 image-classification 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 EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Jun 21, 2022 Image Classification Object Detection
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 Accelerating Transformers with Spectrum-Preserving Token Merging May 25, 2024 image-classification Image Classification
Code Code Available 25 MetaFormer Is Actually What You Need for Vision Nov 22, 2021 Image Classification Object Detection
Code Code Available 25 Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
Code Code Available 25 A Self-Supervised Descriptor for Image Copy Detection Feb 21, 2022 Contrastive Learning Copy Detection
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 MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer Oct 5, 2021 Image Classification object-detection
Code Code Available 25 Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Mar 10, 2022 Domain Generalization
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 Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Mar 17, 2020 image-classification Image Classification
Code Code Available 25 An Overview of Deep Semi-Supervised Learning Jun 9, 2020 Deep Learning image-classification
Code Code Available 25 Adapter is All You Need for Tuning Visual Tasks Nov 25, 2023 All 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 Multi-Representation Adaptation Network for Cross-domain Image Classification Jan 4, 2022 Classification Domain Adaptation
Code Code Available 25 AdaFisher: Adaptive Second Order Optimization via Fisher Information May 26, 2024 Computational Efficiency 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 Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
Code Code Available 25 No More Strided Convolutions or Pooling: A New CNN Building Block for Low-Resolution Images and Small Objects Aug 7, 2022 image-classification Image Classification
Code Code Available 25 BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Apr 4, 2022 image-classification Image Classification
Code Code Available 25 Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 25 Agent Attention: On the Integration of Softmax and Linear Attention Dec 14, 2023 Computational Efficiency image-classification
Code Code Available 25 DaViT: Dual Attention Vision Transformers Apr 7, 2022 Computational Efficiency Image Classification
Code Code Available 25 Class-Incremental Learning: A Survey Feb 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available 25 DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
Code Code Available 25 PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration Jun 28, 2024 image-classification Image Classification
Code Code Available 25 MogaNet: Multi-order Gated Aggregation Network Nov 7, 2022 3D Human Pose Estimation Image Classification
Code Code Available 25 Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Apr 10, 2023 image-classification Image Classification
Code Code Available 25 ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Dec 2, 2018 GPU 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 QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization Mar 11, 2022 image-classification 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 DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification Image Classification
Code Code Available 25 CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available 25 RepVGG: Making VGG-style ConvNets Great Again Jan 11, 2021 GPU 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 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 DataDream: Few-shot Guided Dataset Generation Jul 15, 2024 Classification Dataset Generation
Code Code Available 25 S^2Mamba: A Spatial-spectral State Space Model for Hyperspectral Image Classification Apr 28, 2024 Hyperspectral Image Classification 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 ConvMAE: Masked Convolution Meets Masked Autoencoders May 8, 2022 Computational Efficiency image-classification
Code Code Available 25 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 25 Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation May 27, 2022 Contrastive Learning image-classification
Code Code Available 25 CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Oct 19, 2022 Camera Pose Estimation Depth Estimation
Code Code Available 25 Shifts 2.0: Extending The Dataset of Real Distributional Shifts Jun 30, 2022 Autonomous Driving image-classification
Code Code Available 25 Continual Forgetting for Pre-trained Vision Models Mar 18, 2024 Continual Forgetting Face Recognition
Code Code Available 25