Image Classification

DeFusion: An Effective Decoupling Fusion Network for Multi-Modal Pregnancy Prediction MIDL 2025 Do You Steal My Model? Signature Diffusion Embedded Dual-Verification Watermarking for Protecting Intellectual Property of Hyperspectral Image Classification Models IJCAI 2025 Dynamic Clustering Convolutional Neural Network AAAI 2025 Empowering Vision Transformers with Multi-Scale Causal Intervention for Long-Tailed Image Classification IJCAI 2025 Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes CVPR 2025 Gaussian Smoothing in Saliency Maps: The Stability-Fidelity Trade-Off in Neural Network Interpretability AISTATS 2025 GlyphPattern: An Abstract Pattern Recognition for Vision-Language Models ACL 2025 Human and AI Perceptual Differences in Image Classification Errors AAAI 2025 Hyperbolic Category Discovery CVPR 2025 Hyperbolic Prototypical Entailment Cones for Image Classification AISTATS 2025 Hypergraph Vision Transformers: Images are More than Nodes, More than Edges CVPR 2025 Imitating Radiological Scrolling: A Glocal-Lobal Attention Model for 3D Chest CT Volumes Multi-Label Anomaly Classification MIDL 2025 Improving Bird Classification with Primary Color Additives Interspeech 2025 Interpretable Failure Detection with Human-Level Concepts AAAI 2025 Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025 LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025 MambaOut: Do We Really Need Mamba for Vision? CVPR 2025 Mamba-Reg: Vision Mamba Also Needs Registers CVPR 2025 MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025 Multi-axis Prompt and Multi-dimension Fusion Network for All-in-one Weather-degraded Image Restoration AAAI 2025 Multiple Feature Refining Network for Visual Emotion Distribution Learning AAAI 2025 Multi-scale Activation, Refinement, and Aggregation: Exploring Diverse Cues for Fine-Grained Bird Recognition AAAI 2025 No Pains, More Gains: Recycling Sub-Salient Patches for Efficient High-Resolution Image Recognition CVPR 2025 Open Ad-hoc Categorization with Contextualized Feature Learning CVPR 2025 PixelCAM: Pixel Class Activation Mapping for Histology Image Classification and ROI Localization MIDL 2025