Knowledge distillation: A good teacher is patient and consistent Jun 9, 2021 Image Classification Knowledge Distillation
Code Code Available 25 Fixing the train-test resolution discrepancy Jun 14, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available 25 FasterViT: Fast Vision Transformers with Hierarchical Attention Jun 9, 2023 Image Classification object-detection
Code Code Available 25 Fixing the train-test resolution discrepancy: FixEfficientNet Mar 18, 2020 Data Augmentation Image Classification
Code Code Available 25 EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Nov 22, 2024 Efficient Neural Network Image Classification
Code Code Available 25 EMR-Merging: Tuning-Free High-Performance Model Merging May 23, 2024 Image Classification Image Retrieval
Code Code Available 25 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 25 Efficient Multi-Scale Attention Module with Cross-Spatial Learning May 23, 2023 Dimensionality Reduction image-classification
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 Adapter is All You Need for Tuning Visual Tasks Nov 25, 2023 All 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 EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Jun 21, 2022 Image Classification Object Detection
Code Code Available 25 Effective Data Augmentation With Diffusion Models Feb 7, 2023 Data Augmentation Diversity
Code Code Available 25 ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks Feb 23, 2021 Image Classification
Code Code Available 25 An Overview of Deep Semi-Supervised Learning Jun 9, 2020 Deep Learning 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 AdaFisher: Adaptive Second Order Optimization via Fisher Information May 26, 2024 Computational Efficiency image-classification
Code Code Available 25 ParC-Net: Position Aware Circular Convolution with Merits from ConvNets and Transformer Mar 8, 2022 Image Classification object-detection
Code Code Available 25 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 25 DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
Code Code Available 25 ERS: a novel comprehensive endoscopy image dataset for machine learning, compliant with the MST 3.0 specification Jan 21, 2022 BIG-bench Machine Learning image-classification
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 Fast Vision Transformers with HiLo Attention May 26, 2022 Benchmarking Efficient ViTs
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 Accelerating Transformers with Spectrum-Preserving Token Merging May 25, 2024 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 Frontiers in Intelligent Colonoscopy Oct 22, 2024 Image Captioning
Code Code Available 25 2DMamba: Efficient State Space Model for Image Representation with Applications on Giga-Pixel Whole Slide Image Classification Dec 1, 2024 Computational Efficiency image-classification
Code Code Available 25 A Simple Episodic Linear Probe Improves Visual Recognition in the Wild Jan 1, 2022 Fine-Grained Image Classification Image Classification
Code Code Available 25 A Simple Framework for Contrastive Learning of Visual Representations Feb 13, 2020 Contrastive Learning Image Classification
Code Code Available 25 Generalized Parametric Contrastive Learning Sep 26, 2022 Contrastive Learning Domain Generalization
Code Code Available 25 Global Context Vision Transformers Jun 20, 2022 image-classification Image Classification
Code Code Available 25 GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Nov 16, 2018 Fine-Grained Image Classification image-classification
Code Code Available 25 GrootVL: Tree Topology is All You Need in State Space Model Jun 4, 2024 All image-classification
Code Code Available 25 GroupMamba: Efficient Group-Based Visual State Space Model Jul 18, 2024 image-classification Image Classification
Code Code Available 25 Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 25 HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Jul 28, 2022 Image Classification Object Detection
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 Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
Code Code Available 25 DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification Image Classification
Code Code Available 25 DataDream: Few-shot Guided Dataset Generation Jul 15, 2024 Classification Dataset Generation
Code Code Available 25 LayoutLM: Pre-training of Text and Layout for Document Image Understanding Dec 31, 2019 Document AI document-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 Learning Transferable Visual Models From Natural Language Supervision Feb 26, 2021 Action Recognition Benchmarking
Code Code Available 25 LibFewShot: A Comprehensive Library for Few-shot Learning Sep 10, 2021 Data Augmentation Few-Shot Image 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 3D-RCNet: Learning from Transformer to Build a 3D Relational ConvNet for Hyperspectral Image Classification Aug 25, 2024 Computational Efficiency Hyperspectral 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