Unsupervised Learning

TALON: Test-time Adaptive Learning for On-the-Fly Category Discovery CVPR 2026 Topology-aware Feature Propagation for Unsupervised Non-rigid Point Cloud Correspondence CVPR 2026 U^2Flow: Uncertainty-Aware Unsupervised Optical Flow Estimation CVPR 2026 Unpaired Image Deraining Using Reward-Guided Self-Reinforcement Strategy CVPR 2026 Unsupervised 3d Motion Estimation Using Event Camera CVPR 2026 Unsupervised Monocular 3D Keypoint Discovery from Multi-View Diffusion Priors CVPR 2026 Unsupervised Multi-Scale Segmentation of 3D Subcellular World with Stable Diffusion Foundation Model CVPR 2026 WiTTA-Bench: Benchmarking Test-Time Adaptation for WiFi Sensing CVPR 2026 ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion Models CVPR 2026 3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly Detection AAAI 2025 ALTBI: Constructing Improved Outlier Detection Models via Optimization of Inlier-Memorization Effect AAAI 2025 Anomalous Sound Detection Based Feature Fusion and Dual-path Non-linear Independent Components Estimation Interspeech 2025 An Unsupervised Approach for Artifact Severity Scoring in Multi-Contrast MR Images MIDL 2025 A Plug-and-Play Bregman ADMM Module for Inferring Event Branches in Temporal Point Processes AAAI 2025 CLIP-driven View-aware Prompt Learning for Unsupervised Vehicle Re-identification AAAI 2025 CNC: Cross-modal Normality Constraint for Unsupervised Multi-class Anomaly Detection AAAI 2025 Contrastive Multi-view Subspace Clustering via Tensor Transformers Autoencoder AAAI 2025 Debiasing Trace Guidance: Top-down Trace Distillation and Bottom-up Velocity Alignment for Unsupervised Anomaly Detection ICCV 2025 Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection CVPR 2025 Fast forward: Rephrasing 3D deformable image registration through density alignment and splatting MIDL 2025 FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection CVPR 2025 From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025 HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration CVPR 2025 Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning CVPR 2025 Hypergraph Learning for Unsupervised Graph Alignment via Optimal Transport AAAI 2025