Unsupervised Learning

A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning Interspeech 2020 Acquiring language from speech by learning to remember and predict CoNLL 2020 Adaptive Graph Convolutional Network With Attention Graph Clustering for Co-Saliency Detection CVPR 2020 A DNN-HMM-DNN Hybrid Model for Discovering Word-Like Units from Spoken Captions and Image Regions Interspeech 2020 Adversarial Domain Adaptation for Cell Segmentation MIDL 2020 A Geometric Approach to Archetypal Analysis via Sparse Projections ICML 2020 A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction ACL 2020 A Learning Strategy for Contrast-agnostic MRI Segmentation MIDL 2020 AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows AAAI 2020 AMEX AI-Labs: An Investigative Study on Extractive Summarization of Financial Documents COLING 2020 Amortised Learning by Wake-Sleep ICML 2020 A Multilingual View of Unsupervised Machine Translation EMNLP 2020 An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics CVPR 2020 Analysing Lexical Semantic Change with Contextualised Word Representations ACL 2020 An Analytical Workflow for Clustering Forensic Images (Student Abstract) AAAI 2020 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020 An Empirical Comparison of Unsupervised Constituency Parsing Methods ACL 2020 An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data EMNLP 2020 An End-to-End Architecture of Online Multi-Channel Speech Separation Interspeech 2020 An Error-based Investigation of Statistical and Neural Machine Translation Performance on Hindi-to-Tamil and English-to-Tamil AACL 2020 A New Class of Time Dependent Latent Factor Models with Applications JMLR 2020 An Imitation Learning Approach for Cache Replacement ICML 2020 An Unsupervised Information-Theoretic Perceptual Quality Metric NeurIPS 2020 An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification COLING 2020 An Unsupervised Method to Select a Speaker Subset from Large Multi-Speaker Speech Synthesis Datasets Interspeech 2020