Generalized Parametric Contrastive Learning Sep 26, 2022 Contrastive Learning Domain Generalization
Code Code Available 2GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs May 10, 2024 graph construction image-classification
Code Code Available 2FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 2FasterViT: Fast Vision Transformers with Hierarchical Attention Jun 9, 2023 Image Classification object-detection
Code Code Available 2FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 2EMR-Merging: Tuning-Free High-Performance Model Merging May 23, 2024 Image Classification Image Retrieval
Code Code Available 2ERS: 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 2EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Nov 22, 2024 Efficient Neural Network 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 2ALBench: A Framework for Evaluating Active Learning in Object Detection Jul 27, 2022 Active Learning image-classification
Code Code Available 2MogaNet: Multi-order Gated Aggregation Network Nov 7, 2022 3D Human Pose Estimation Image Classification
Code Code Available 2Efficient Multi-Scale Attention Module with Cross-Spatial Learning May 23, 2023 Dimensionality Reduction image-classification
Code Code Available 2Effective Data Augmentation With Diffusion Models Feb 7, 2023 Data Augmentation Diversity
Code Code Available 2UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Sep 18, 2021 Change Detection Decoder
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 2ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 Dimensionality Reduction image-classification
Code Code Available 2EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Jun 21, 2022 Image Classification Object Detection
Code Code Available 2Focal Modulation Networks Mar 22, 2022 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 2DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs Mar 28, 2024 Fine-Grained Image Classification 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 2Fast Vision Transformers with HiLo Attention May 26, 2022 Benchmarking Efficient ViTs
Code Code Available 2Fixing the train-test resolution discrepancy Jun 14, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available 2Fixing the train-test resolution discrepancy: FixEfficientNet Mar 18, 2020 Data Augmentation Image Classification
Code Code Available 2Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
Code Code Available 2Frontiers in Intelligent Colonoscopy Oct 22, 2024 Image Captioning
Code Code Available 2MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available 2Accelerating Transformers with Spectrum-Preserving Token Merging May 25, 2024 image-classification Image Classification
Code Code Available 22DMamba: 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 2Generative Pretraining from Pixels Jul 17, 2020 Image Classification Representation Learning
Code Code Available 2An Overview of Deep Semi-Supervised Learning Jun 9, 2020 Deep Learning image-classification
Code Code Available 2GIT: A Generative Image-to-text Transformer for Vision and Language May 27, 2022 Decoder Image Captioning
Code Code Available 2GrootVL: Tree Topology is All You Need in State Space Model Jun 4, 2024 All image-classification
Code Code Available 2GroupMamba: Efficient Group-Based Visual State Space Model Jul 18, 2024 image-classification Image Classification
Code Code Available 2Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 2HGRN2: Gated Linear RNNs with State Expansion Apr 11, 2024 Image Classification Language Modeling
Code Code Available 2Agent Attention: On the Integration of Softmax and Linear Attention Dec 14, 2023 Computational Efficiency image-classification
Code Code Available 2Class-Incremental Learning: A Survey Feb 7, 2023 class-incremental learning Class Incremental Learning
Code Code Available 2Inception Transformer May 25, 2022 image-classification Image Classification
Code Code Available 2DataDream: Few-shot Guided Dataset Generation Jul 15, 2024 Classification Dataset Generation
Code Code Available 2DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 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 2CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available 2LambdaNetworks: Modeling Long-Range Interactions Without Attention Feb 17, 2021 image-classification Image Classification
Code Code Available 2Learn From Zoom: Decoupled Supervised Contrastive Learning For WCE Image Classification Jan 11, 2024 Contrastive Learning image-classification
Code Code Available 2DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Sep 4, 2023 Image Classification Instance Segmentation
Code Code Available 2SCAN: Learning to Classify Images without Labels May 25, 2020 Classification Clustering
Code Code Available 2Learning Transferable Visual Models From Natural Language Supervision Feb 26, 2021 Action Recognition Benchmarking
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 2CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Oct 19, 2022 Camera Pose Estimation Depth Estimation
Code Code Available 2