Unsupervised Learning

AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations ICCV 2019 BAE-NET: Branched Autoencoder for Shape Co-Segmentation ICCV 2019 Batch Weight for Domain Adaptation With Mass Shift ICCV 2019 Bayesian Subspace Hidden Markov Model for Acoustic Unit Discovery Interspeech 2019 BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification CoNLL 2019 Bidirectional One-Shot Unsupervised Domain Mapping ICCV 2019 Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition NAACL 2019 Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction CVPR 2019 Bilingual Lexicon Induction through Unsupervised Machine Translation ACL 2019 BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling NeurIPS 2019 Boosting Entity Linking Performance by Leveraging Unlabeled Documents ACL 2019 BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle EMNLP 2019 BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes EMNLP 2019 Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence CVPR 2019 C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition CVPR 2019 Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning MIDL 2019 Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism NAACL 2019 Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation NeurIPS 2019 Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations ICML 2019 CITE: A Corpus of Image-Text Discourse Relations NAACL 2019 Classification-Reconstruction Learning for Open-Set Recognition CVPR 2019 Cluster Alignment With a Teacher for Unsupervised Domain Adaptation ICCV 2019 Clustering-Based Article Identification in Historical Newspapers NAACL 2019 Code-Switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation Interspeech 2019 CodeSwitch-Reddit: Exploration of Written Multilingual Discourse in Online Discussion Forums EMNLP 2019