HGRN2: Gated Linear RNNs with State Expansion Apr 11, 2024 Image Classification Language Modeling
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 EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Nov 22, 2024 Efficient Neural Network Image Classification
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 ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks Feb 23, 2021 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 Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
Code Code Available 25 Effective Data Augmentation With Diffusion Models Feb 7, 2023 Data Augmentation Diversity
Code Code Available 25 DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
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 DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification Jul 4, 2024 Descriptive Diversity
Code Code Available 25 EMR-Merging: Tuning-Free High-Performance Model Merging May 23, 2024 Image Classification Image Retrieval
Code Code Available 25 Decoupled Knowledge Distillation Mar 16, 2022 image-classification 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 An Overview of Deep Semi-Supervised Learning Jun 9, 2020 Deep Learning image-classification
Code Code Available 25 DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Sep 4, 2023 Image Classification Instance Segmentation
Code Code Available 25 Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
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 DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification 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 CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Mar 13, 2023 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 DataDream: Few-shot Guided Dataset Generation Jul 15, 2024 Classification Dataset Generation
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 ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 Dimensionality Reduction 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 MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
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 A Self-Supervised Descriptor for Image Copy Detection Feb 21, 2022 Contrastive Learning Copy Detection
Code Code Available 25 MogaNet: Multi-order Gated Aggregation Network Nov 7, 2022 3D Human Pose Estimation Image Classification
Code Code Available 25 Context Encoding for Semantic Segmentation Mar 23, 2018 image-classification Image Classification
Code Code Available 25 Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning Mar 20, 2025 Classification Few-Shot Learning
Code Code Available 25 Continual Forgetting for Pre-trained Vision Models Mar 18, 2024 Continual Forgetting Face Recognition
Code Code Available 25 A Simple Framework for Contrastive Learning of Visual Representations Feb 13, 2020 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 CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels Nov 25, 2022 image-classification 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 Fixing the train-test resolution discrepancy: FixEfficientNet Mar 18, 2020 Data Augmentation Image Classification
Code Code Available 25 FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 25 CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction Oct 2, 2023 image-classification 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 CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Apr 29, 2022 Attribute Classification
Code Code Available 25 GalLoP: Learning Global and Local Prompts for Vision-Language Models Jul 1, 2024 Diversity Domain Generalization
Code Code Available 25 Generative Pretraining from Pixels Jul 17, 2020 Image Classification Representation Learning
Code Code Available 25 GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models May 30, 2025 Classification Disaster Response
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 CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling Sep 28, 2024 image-classification Image Classification
Code Code Available 25