Unsupervised Learning

PointClustering: Unsupervised Point Cloud Pre-Training Using Transformation Invariance in Clustering CVPR 2023 PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel Clustering ICCV 2023 PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration ICCV 2023 POUF: Prompt-Oriented Unsupervised Fine-tuning for Large Pre-trained Models ICML 2023 Prefix-Tuning Based Unsupervised Text Style Transfer EMNLP 2023 Preserving Tumor Volumes for Unsupervised Medical Image Registration ICCV 2023 Pre-training Multi-party Dialogue Models with Latent Discourse Inference ACL 2023 Program Translation via Code Distillation EMNLP 2023 Promoting Semantic Connectivity: Dual Nearest Neighbors Contrastive Learning for Unsupervised Domain Generalization CVPR 2023 PromptRank: Unsupervised Keyphrase Extraction Using Prompt ACL 2023 ProtoFL: Unsupervised Federated Learning via Prototypical Distillation ICCV 2023 Provably Learning Object-Centric Representations ICML 2023 Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery ICCV 2023 PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement WACV 2023 PyramidFlow: High-Resolution Defect Contrastive Localization Using Pyramid Normalizing Flow CVPR 2023 Query Based Acoustic Summarization for Podcasts Interspeech 2023 Query-Based Hard-Image Retrieval for Object Detection at Test Time AAAI 2023 Quick Back-Translation for Unsupervised Machine Translation EMNLP 2023 Random Sub-Samples Generation for Self-Supervised Real Image Denoising ICCV 2023 RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023 Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023 READ: Aggregating Reconstruction Error into Out-of-Distribution Detection AAAI 2023 Realistic Cell Type Annotation and Discovery for Single-cell RNA-seq Data IJCAI 2023 Reconstructing Humpty Dumpty: Multi-Feature Graph Autoencoder for Open Set Action Recognition WACV 2023 Red PANDA: Disambiguating Image Anomaly Detection by Removing Nuisance Factors ICLR 2023