Image Classification

Not All Birds Look The Same: Identity-Preserving Generation For Birds CVPR 2026 OntoAug: Rethinking Generative Data Augmentation via Ontology Guidance CVPR 2026 Plant Taxonomy Meets Plant Counting: A Fine-Grained, Taxonomic Dataset for Counting Hundreds of Plant Species CVPR 2026 Prototype-based Causal Intervention for Multi-Label Image Classification CVPR 2026 QuCNet: Quantum Deep Learning Driven Multi-Circuit Network for Remote Sensing Image Classification CVPR 2026 RealBirdID: Benchmarking Bird Species Identification in the Era of MLLMs CVPR 2026 ReAlign: Generalizable Image Forgery Detection via Reasoning-Aligned Representation CVPR 2026 RNN as Linear Transformer: A Closer Investigation into Representational Potentials of Visual Mamba Models CVPR 2026 SAIDO: Generalizable Detection of AI-Generated Images via Scene-Aware and Importance-Guided Dynamic Optimization in Continual Learning CVPR 2026 Selective Amnesia using Contrastive Subnet Erasure for Class Level Unlearning in Vision Models CVPR 2026 SimLBR: Learning to Detect Fake Images by Learning to Detect Real Images CVPR 2026 Specificity-aware reinforcement learning for fine-grained open-world classification CVPR 2026 Stable Spike: Dual Consistency Optimization via Bitwise AND Operations for Spiking Neural Networks CVPR 2026 Taxonomy-Aware Representation Alignment for Hierarchical Visual Recognition with Large Multimodal Models CVPR 2026 The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery CVPR 2026 Thinking Beyond Labels: Vocabulary-Free Fine-Grained Recognition using Reasoning-Augmented LMMs CVPR 2026 Trust-calibrated Collaborative Learning for Long-Tailed Visual Recognition CVPR 2026 Unified Spherical Frontend: Learning Rotation-Equivariant Representations of Spherical Images from Any Camera CVPR 2026 Why Not Hyperparameter-Friendly Optimisation? A Monotonic Adaptive Norm Rescaling Approach For Long-Tailed Recognition CVPR 2026 Zero-shot Detection of AI-Generated Image via RAW-RGB Alignment CVPR 2026 Advancing Spiking Neural Networks Towards Multiscale Spatiotemporal Interaction Learning AAAI 2025 Backdoor Attacks Against No-Reference Image Quality Assessment Models via a Scalable Trigger AAAI 2025 Bidirectional Logits Tree: Pursuing Granularity Reconcilement in Fine-Grained Classification AAAI 2025 Class Semantic Attribute Perception Guided Zero-Shot Learning AAAI 2025 DA-VPT: Semantic-Guided Visual Prompt Tuning for Vision Transformers CVPR 2025