neural collapse

3D-ANC: Adaptive Neural Collapse for Robust 3D Point Cloud Recognition AAAI 2026 Beyond Unconstrained Features: Neural Collapse for Shallow Neural Networks with General Data JMLR 2026 Cluster-Aware Neural Collapse Prompt Tuning for Long-Tailed Generalization of Vision-Language Models CVPR 2026 Continual Out-of-Distribution Detection with Analytic Neural Collapse AAAI 2026 ENCORE : A Neural Collapse Perspective on Out-of-Distribution Detection in Deep Neural Networks WACV 2026 Neural Collapse-Informed Initialization with Perturbation Injection in Classification-based Metric Learning AAAI 2026 Neural Collapse in Test-Time Adaptation CVPR 2026 Neural Collapse Priors Driven Trust Semi-Supervised Multi-View Classification AAAI 2026 POUR: A Provably Optimal Method for Unlearning Representation via Neural Collapse CVPR 2026 Space Alignment Matters: The Missing Piece for Inducing Neural Collapse in Long-Tailed Learning AAAI 2026 Your Dissimilarities Define You: Complementary Learning Exploiting Class Diversities CVPR 2026 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025 BCE vs. CE in Deep Feature Learning ICML 2025 Collapsed Language Models Promote Fairness ICLR 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning ICML 2025 Control-oriented Clustering of Visual Latent Representation ICLR 2025 Detecting Out-of-Distribution Through the Lens of Neural Collapse CVPR 2025 Hypernym Bias: Unraveling Deep Classifier Training Dynamics through the Lens of Class Hierarchy AISTATS 2025 Improving Generalization of Deep Neural Networks by Optimum Shifting AAAI 2025 In2NeCT: Inter-class and Intra-class Neural Collapse Tuning for Semantic Segmentation of Imbalanced Remote Sensing Images AAAI 2025 Memory-Efficient Continual Learning with Neural Collapse Contrastive WACV 2025 MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse AAAI 2025 Multiplicative Logit Adjustment Approximates Neural-Collapse-Aware Decision Boundary Adjustment ICLR 2025 Neural Collapse Inspired Knowledge Distillation AAAI 2025