Unsupervised Learning

Self-supervised Multi-view Stereo via Effective Co-Segmentation and Data-Augmentation AAAI 2021 Self-Supervised Product Quantization for Deep Unsupervised Image Retrieval ICCV 2021 Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios NAACL 2021 Semantically Coherent Out-of-Distribution Detection ICCV 2021 Semantic Novelty Detection in Natural Language Descriptions EMNLP 2021 Semantic similarity metrics for learned image registration MIDL 2021 SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation ICCV 2021 Shared Independent Component Analysis for Multi-Subject Neuroimaging NeurIPS 2021 Signed Coreference Resolution EMNLP 2021 Silent versus Modal Multi-Speaker Speech Recognition from Ultrasound and Video Interspeech 2021 SIMONe: View-Invariant, Temporally-Abstracted Object Representations via Unsupervised Video Decomposition NeurIPS 2021 Simplifying annotation of intersections in time normalization annotation: exploring syntactic and semantic validation EMNLP 2021 Single and Multiple Change-Point Detection with Differential Privacy JMLR 2021 Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning ICCV 2021 Skeleton Merger: An Unsupervised Aligned Keypoint Detector CVPR 2021 Skill Discovery for Exploration and Planning using Deep Skill Graphs ICML 2021 Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation CVPR 2021 SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation ICCV 2021 Speech Denoising Without Clean Training Data: A Noise2Noise Approach Interspeech 2021 SSMF: Shifting Seasonal Matrix Factorization NeurIPS 2021 ST3D: Self-Training for Unsupervised Domain Adaptation on 3D Object Detection CVPR 2021 StarGANv2-VC: A Diverse, Unsupervised, Non-Parallel Framework for Natural-Sounding Voice Conversion Interspeech 2021 Statistical Guarantees for Local Spectral Clustering on Random Neighborhood Graphs JMLR 2021 Strength in Numbers: Averaging and Clustering Effects in Mixture of Experts for Graph-Based Dependency Parsing ACL 2021 StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ACL 2021