FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence Jan 21, 2020 Image Classification Pseudo Label
Code Code Available 2Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service Jan 8, 2020 Classification General Classification
Code Code Available 2LayoutLM: Pre-training of Text and Layout for Document Image Understanding Dec 31, 2019 Document AI document-image-classification
Code Code Available 2Big Transfer (BiT): General Visual Representation Learning Dec 24, 2019 Few-Shot Learning Fine-Grained Image Classification
Code Code Available 2ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks Oct 8, 2019 Dimensionality Reduction image-classification
Code Code Available 2RandAugment: Practical automated data augmentation with a reduced search space Sep 30, 2019 Data Augmentation Domain Generalization
Code Code Available 2Fixing the train-test resolution discrepancy Jun 14, 2019 Data Augmentation Fine-Grained Image Classification
Code Code Available 2Tencent ML-Images: A Large-Scale Multi-Label Image Database for Visual Representation Learning Jan 7, 2019 image-classification Image Classification
Code Code Available 2ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware Dec 2, 2018 GPU Image Classification
Code Code Available 2GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism Nov 16, 2018 Fine-Grained Image Classification image-classification
Code Code Available 2Context Encoding for Semantic Segmentation Mar 23, 2018 image-classification Image Classification
Code Code Available 2Learning Efficient Convolutional Networks through Network Slimming Aug 22, 2017 image-classification Image Classification
Code Code Available 2Random Erasing Data Augmentation Aug 16, 2017 Data Augmentation General Classification
Code Code Available 2Revisiting Unreasonable Effectiveness of Data in Deep Learning Era Jul 10, 2017 Deep Learning image-classification
Code Code Available 2Pruning Filters for Efficient ConvNets Aug 31, 2016 Image Classification Network Pruning
Code Code Available 2Some Improvements on Deep Convolutional Neural Network Based Image Classification Dec 19, 2013 Classification General Classification
Code Code Available 2Linear Attention with Global Context: A Multipole Attention Mechanism for Vision and Physics Jul 3, 2025 image-classification Image Classification
Code Code Available 1SeqPE: Transformer with Sequential Position Encoding Jun 16, 2025 image-classification Image Classification
Code Code Available 1InceptionMamba: An Efficient Hybrid Network with Large Band Convolution and Bottleneck Mamba Jun 10, 2025 Computational Efficiency image-classification
Code Code Available 1SAFE: Finding Sparse and Flat Minima to Improve Pruning Jun 7, 2025 image-classification Image Classification
Code Code Available 1Eigenspectrum Analysis of Neural Networks without Aspect Ratio Bias Jun 6, 2025 image-classification Image Classification
Code Code Available 1OD3: Optimization-free Dataset Distillation for Object Detection Jun 2, 2025 Dataset Distillation image-classification
Code Code Available 1Test-Time Adaptation of Vision-Language Models for Open-Vocabulary Semantic Segmentation May 28, 2025 image-classification Image Classification
Code Code Available 1Learning Concept-Driven Logical Rules for Interpretable and Generalizable Medical Image Classification May 20, 2025 image-classification Image Classification
Code Code Available 1Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach May 20, 2025 Domain Adaptation image-classification
Code Code Available 1AGI-Elo: How Far Are We From Mastering A Task? May 19, 2025 Code Generation Image Classification
Code Code Available 1Spectral-Spatial Self-Supervised Learning for Few-Shot Hyperspectral Image Classification May 18, 2025 Classification Of Hyperspectral Images Diversity
Code Code Available 1ECViT: Efficient Convolutional Vision Transformer with Local-Attention and Multi-scale Stages Apr 21, 2025 image-classification Image Classification
Code Code Available 1CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning Apr 18, 2025 Common Sense Reasoning image-classification
Code Code Available 1Bayesian continual learning and forgetting in neural networks Apr 18, 2025 Bayesian Inference Continual Learning
Code Code Available 1Towards Accurate and Interpretable Neuroblastoma Diagnosis via Contrastive Multi-scale Pathological Image Analysis Apr 18, 2025 Contrastive Learning Diagnostic
Code Code Available 1LEMUR Neural Network Dataset: Towards Seamless AutoML Apr 14, 2025 AutoML Benchmarking
Code Code Available 1Pychop: Emulating Low-Precision Arithmetic in Numerical Methods and Neural Networks Apr 10, 2025 image-classification Image Classification
Code Code Available 1NoProp: Training Neural Networks without Back-propagation or Forward-propagation Mar 31, 2025 Denoising image-classification
Code Code Available 1On Large Multimodal Models as Open-World Image Classifiers Mar 27, 2025 image-classification Image Classification
Code Code Available 1LRSCLIP: A Vision-Language Foundation Model for Aligning Remote Sensing Image with Longer Text Mar 25, 2025 Cross-Modal Retrieval Hallucination
Code Code Available 1Enhanced OoD Detection through Cross-Modal Alignment of Multi-Modal Representations Mar 24, 2025 cross-modal alignment Image Classification
Code Code Available 1Interpretable Image Classification via Non-parametric Part Prototype Learning Mar 13, 2025 image-classification Image Classification
Code Code Available 1Fair Federated Medical Image Classification Against Quality Shift via Inter-Client Progressive State Matching Mar 12, 2025 Fairness Federated Learning
Code Code Available 1M^3amba: CLIP-driven Mamba Model for Multi-modal Remote Sensing Classification Mar 9, 2025 Computational Efficiency Hyperspectral Image Classification
Code Code Available 1XFMamba: Cross-Fusion Mamba for Multi-View Medical Image Classification Mar 4, 2025 Classification image-classification
Code Code Available 1Delving into Out-of-Distribution Detection with Medical Vision-Language Models Mar 2, 2025 Benchmarking image-classification
Code Code Available 1Fast and Accurate Gigapixel Pathological Image Classification with Hierarchical Distillation Multi-Instance Learning Feb 28, 2025 image-classification Image Classification
Code Code Available 1Gradient-Guided Annealing for Domain Generalization Feb 27, 2025 Domain Generalization image-classification
Code Code Available 1ProAPO: Progressively Automatic Prompt Optimization for Visual Classification Feb 27, 2025 Classification Hallucination
Code Code Available 1QPM: Discrete Optimization for Globally Interpretable Image Classification Feb 27, 2025 Classification image-classification
Code Code Available 1MaxSup: Overcoming Representation Collapse in Label Smoothing Feb 18, 2025 image-classification Image Classification
Code Code Available 1A synergistic CNN-transformer network with pooling attention fusion for hyperspectral image classification Feb 14, 2025 Hyperspectral Image Classification image-classification
Code Code Available 1GAIA: A Global, Multi-modal, Multi-scale Vision-Language Dataset for Remote Sensing Image Analysis Feb 13, 2025 Cross-Modal Retrieval Image Captioning
Code Code Available 1MGPATH: Vision-Language Model with Multi-Granular Prompt Learning for Few-Shot WSI Classification Feb 11, 2025 Contrastive Learning Data Augmentation
Code Code Available 1