Unsupervised Learning

CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025 Collaborative likelihood-ratio estimation over graphs JMLR 2025 Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering AAAI 2025 Concept-Based Unsupervised Domain Adaptation ICML 2025 Consensus-Guided Incomplete Multi-view Clustering via Cross-view Affinities Learning IJCAI 2025 Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025 Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions ICLR 2025 Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025 Contrastive Unlearning: A Contrastive Approach to Machine Unlearning IJCAI 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 Co-Progression Knowledge Distillation with Knowledge Prototype for Industrial Anomaly Detection AAAI 2025 CostFilter-AD: Enhancing Anomaly Detection through Matching Cost Filtering ICML 2025 Costs and Benefits of AI-Enabled Topic Modeling in P-20 Research: The Case of School Improvement Plans ACL 2025 Counterfactual Knowledge Maintenance for Unsupervised Domain Adaptation IJCAI 2025 CounterPC: Counterfactual Feature Realignment for Unsupervised Domain Adaptation on Point Clouds ICCV 2025 Current Semantic-change Quantification Methods Struggle with Discovery in the Wild EMNLP 2025 CycleVAR: Repurposing Autoregressive Model for Unsupervised One-Step Image Translation ICCV 2025 D^3: Scaling Up Deepfake Detection by Learning from Discrepancy CVPR 2025 DC-TTA: Divide-and-Conquer Framework for Test-Time Adaptation of Interactive Segmentation ICCV 2025 Debiasing Trace Guidance: Top-down Trace Distillation and Bottom-up Velocity Alignment for Unsupervised Anomaly Detection ICCV 2025 Decomposed Distribution Matching in Dataset Condensation WACV 2025 Decoupled Distillation to Erase: A General Unlearning Method for Any Class-centric Tasks CVPR 2025 Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs ICLR 2025 Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025 Deep Opinion-Unaware Blind Image Quality Assessment by Learning and Adapting from Multiple Annotators IJCAI 2025