Image Classification

A Debiased Reconstruction-based Framework for Training-Free Detection of AI-Generated Images CVPR 2026 A Difference-in-Difference Approach to Detecting AI-Generated Images CVPR 2026 Advancing Image Classification with Discrete Diffusion Classification Modeling CVPR 2026 AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images ACL 2026 ArtiMuse: Fine-Grained Image Aesthetics Assessment with Joint Scoring and Expert-Level Understanding CVPR 2026 Assignment-Driven Hash Learning in a Hyper-Semantic Space for On-the-Fly Category Discovery CVPR 2026 Balanced Dataset Distillation via Modeling Multiple Visual Pattern Distribution CVPR 2026 Beyond Heuristic Prompting: A Concept-Guided Bayesian Framework for Zero-Shot Image Recognition CVPR 2026 Beyond Objects: Contextual Synthetic Data Generation for Fine-Grained Classification CVPR 2026 Consensus vs. Controversy: Mapping the Decision Space Where Architectures Diverge CVPR 2026 D^3FER: Dual Channel and Dual Branch Network for Robust Facial Expression Recognition under Dual Challenges CVPR 2026 Decouple Your Discovery and Memory in Continual Generalized Category Discovery CVPR 2026 Decoupling Bias, Aligning Distributions: Synergistic Fairness Optimization for Deepfake Detection CVPR 2026 Detecting Compressed AI-Generated Images via Phase Spectrum Robustness CVPR 2026 Diversity over Uniformity: Rethinking Representation in Generated Image Detection CVPR 2026 DPGF-Net: Dual-Prior Guided Fusion Network for Joint Assessment of Perceptual Quality and Semantic Consistency in AI-Generated Images CVPR 2026 Enabling Supervised Learning of Generative Signatures for Generalized AI-Generated Images Detection CVPR 2026 Free-Grained Hierarchical Visual Recognition CVPR 2026 From Few-way to Many-way: Rethinking Few-shot Fine-grained Image Classification CVPR 2026 Hierarchical Concept Embedding & Pursuit for Interpretable Image Classification CVPR 2026 HierUQ: Hierarchical Uncertainty Quantification with Adaptive Granularity Reconciliation for Degraded Image Classification CVPR 2026 H-Sets: Hessian-Guided Discovery of Set-Level Feature Interactions in Image Classifiers CVPR 2026 Is this chart lying to me? Automating the detection of misleading visualizations ACL 2026 Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images CVPR 2026 MultiPersistence Topological Fusion with Vision Transformers for Skin Cancer Detection MIDL 2026