Unsupervised Learning

Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling AAAI 2025 Attention Modules Improve Image-Level Anomaly Detection for Industrial Inspection: A DifferNet Case Study WACV 2024 Blur2Blur: Blur Conversion for Unsupervised Image Deblurring on Unknown Domains CVPR 2024 Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth CVPR 2024 Deep Embedding Clustering Driven by Sample Stability IJCAI 2024 Dense Projection for Anomaly Detection AAAI 2024 Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection NeurIPS 2024 Discovering Sequential Patterns with Predictable Inter-event Delays AAAI 2024 Discrete Cycle-Consistency Based Unsupervised Deep Graph Matching AAAI 2024 Disentangled Learning with Synthetic Parallel Data for Text Style Transfer ACL 2024 EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation CVPR 2024 EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition CVPR 2024 Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension CVPR 2024 Factorized Diffusion Architectures for Unsupervised Image Generation and Segmentation NeurIPS 2024 Factorized Diffusion Autoencoder for Unsupervised Disentangled Representation Learning AAAI 2024 Generalizable Fourier Augmentation for Unsupervised Video Object Segmentation AAAI 2024 Graph Clustering Methods Derived from Column Subset Selection (Student Abstract) AAAI 2024 HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping AAAI 2024 HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval AAAI 2024 HUNTER: Unsupervised Human-centric 3D Detection via Transferring Knowledge from Synthetic Instances to Real Scenes CVPR 2024 Learn to Rectify the Bias of CLIP for Unsupervised Semantic Segmentation CVPR 2024 MaNo: Exploiting Matrix Norm for Unsupervised Accuracy Estimation Under Distribution Shifts NeurIPS 2024 MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling CVPR 2024 Masked and Shuffled Blind Spot Denoising for Real-World Images CVPR 2024 Mind Marginal Non-Crack Regions: Clustering-Inspired Representation Learning for Crack Segmentation CVPR 2024