K-LITE: Learning Transferable Visual Models with External Knowledge Apr 20, 2022 Benchmarking Descriptive
Code Code Available 2Efficient Multi-Scale Attention Module with Cross-Spatial Learning May 23, 2023 Dimensionality Reduction 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 2UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery Sep 18, 2021 Change Detection Decoder
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 2Effective Data Augmentation With Diffusion Models Feb 7, 2023 Data Augmentation Diversity
Code Code Available 2MogaNet: Multi-order Gated Aggregation Network Nov 7, 2022 3D Human Pose Estimation Image Classification
Code Code Available 2Dilated Neighborhood Attention Transformer Sep 29, 2022 Image Classification Instance Segmentation
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 2ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 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 2Deep PCB To COCO Convertor May 1, 2022 Classification Data Augmentation
Code Code Available 2ALBench: A Framework for Evaluating Active Learning in Object Detection Jul 27, 2022 Active Learning image-classification
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 2DataDream: Few-shot Guided Dataset Generation Jul 15, 2024 Classification Dataset Generation
Code Code Available 2DAT++: Spatially Dynamic Vision Transformer with Deformable Attention Sep 4, 2023 Image Classification Instance Segmentation
Code Code Available 2DAMamba: Vision State Space Model with Dynamic Adaptive Scan Feb 18, 2025 image-classification Image Classification
Code Code Available 2DaViT: Dual Attention Vision Transformers Apr 7, 2022 Computational Efficiency 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 2CrossFormer++: A Versatile Vision Transformer Hinging on Cross-scale Attention Mar 13, 2023 image-classification Image Classification
Code Code Available 2CrypTen: Secure Multi-Party Computation Meets Machine Learning Sep 2, 2021 BIG-bench Machine Learning GPU
Code Code Available 2ConvMAE: Masked Convolution Meets Masked Autoencoders May 8, 2022 Computational Efficiency 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 2CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion Oct 19, 2022 Camera Pose Estimation Depth Estimation
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 2DEYO: DETR with YOLO for End-to-End Object Detection Feb 26, 2024 Decoder GPU
Code Code Available 2Decoupled Knowledge Distillation Mar 16, 2022 image-classification Image Classification
Code Code Available 2Context Encoding for Semantic Segmentation Mar 23, 2018 image-classification Image Classification
Code Code Available 2Think 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 2EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications Jun 21, 2022 Image Classification Object Detection
Code Code Available 2Continual Forgetting for Pre-trained Vision Models Mar 18, 2024 Continual Forgetting Face Recognition
Code Code Available 2Adapter is All You Need for Tuning Visual Tasks Nov 25, 2023 All image-classification
Code Code Available 2CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction Oct 2, 2023 image-classification Image Classification
Code Code Available 2Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service Jan 8, 2020 Classification General Classification
Code Code Available 2Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation Mar 25, 2022 Contrastive Learning image-classification
Code Code Available 2CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification Apr 29, 2022 Attribute 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 2CLIP-MoE: Towards Building Mixture of Experts for CLIP with Diversified Multiplet Upcycling Sep 28, 2024 image-classification Image Classification
Code Code Available 2FasterViT: Fast Vision Transformers with Hierarchical Attention Jun 9, 2023 Image Classification object-detection
Code Code Available 2AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients Oct 15, 2020 image-classification Image Classification
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 2Fixing the train-test resolution discrepancy: FixEfficientNet Mar 18, 2020 Data Augmentation Image Classification
Code Code Available 2MobileOne: An Improved One millisecond Mobile Backbone Jun 8, 2022 Efficient Neural Network Gaze Estimation
Code Code Available 2AdaFisher: Adaptive Second Order Optimization via Fisher Information May 26, 2024 Computational Efficiency image-classification
Code Code Available 2CLIP-ReID: Exploiting Vision-Language Model for Image Re-Identification without Concrete Text Labels Nov 25, 2022 image-classification Image Classification
Code Code Available 2FSFM: A Generalizable Face Security Foundation Model via Self-Supervised Facial Representation Learning Dec 16, 2024 DeepFake Detection diffusion-generated faces detection
Code Code Available 2An Overview of Deep Semi-Supervised Learning Jun 9, 2020 Deep Learning image-classification
Code Code Available 2GalLoP: Learning Global and Local Prompts for Vision-Language Models Jul 1, 2024 Diversity Domain Generalization
Code Code Available 2GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models May 30, 2025 Classification Disaster Response
Code Code Available 2Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation May 27, 2022 Contrastive Learning image-classification
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