Unsupervised Learning

Multiscale Score Matching for Out-of-Distribution Detection ICLR 2021 Multi-TimeLine Summarization (MTLS): Improving Timeline Summarization by Generating Multiple Summaries ACL 2021 Multi-type Disentanglement without Adversarial Training AAAI 2021 Multi-View Information-Bottleneck Representation Learning AAAI 2021 Multi-view Learning as a Nonparametric Nonlinear Inter-Battery Factor Analysis JMLR 2021 MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization WACV 2021 Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology Image ICCV 2021 Near-Optimal Entrywise Anomaly Detection for Low-Rank Matrices with Sub-Exponential Noise ICML 2021 NegatER: Unsupervised Discovery of Negatives in Commonsense Knowledge Bases EMNLP 2021 Neighborhood Consensus Networks for Unsupervised Multi-view Outlier Detection AAAI 2021 Neighborhood Contrastive Learning for Novel Class Discovery CVPR 2021 Neighborhood Reconstructing Autoencoders NeurIPS 2021 Neighborhood Structure Assisted Non-negative Matrix Factorization and Its Application in Unsupervised Point-wise Anomaly Detection JMLR 2021 Neural Bi-Lexicalized PCFG Induction ACL 2021 Neural Machine Translation with Synchronous Latent Phrase Structure ACL 2021 Neural Topic Model via Optimal Transport ICLR 2021 NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints NAACL 2021 NeuroMorph: Unsupervised Shape Interpolation and Correspondence in One Go CVPR 2021 Noise2Grad: Extract Image Noise to Denoise IJCAI 2021 Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation ICML 2021 Nonparametric Decomposition of Sparse Tensors ICML 2021 Object Segmentation Without Labels with Large-Scale Generative Models ICML 2021 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021 One-class Text Classification with Multi-modal Deep Support Vector Data Description EACL 2021 One-Pass Multi-View Clustering for Large-Scale Data ICCV 2021