Unsupervised Learning

Approximate Bayesian Computation with Kullback-Leibler Divergence as Data Discrepancy AISTATS 2018 A Practical Algorithm for Distributed Clustering and Outlier Detection NeurIPS 2018 A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings ACL 2018 A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA ACML 2018 A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text ACL 2018 A Study of Lexical and Prosodic Cues to Segmentation in a Hindi-English Code-switched Discourse Interspeech 2018 auDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks JMLR 2018 Auditory Filterbank Learning Using ConvRBM for Infant Cry Classification Interspeech 2018 Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data ICML 2018 A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation NeurIPS 2018 Authorless Topic Models: Biasing Models Away from Known Structure COLING 2018 Auto-Dialabel: Labeling Dialogue Data with Unsupervised Learning EMNLP 2018 Automatically Tailoring Unsupervised Morphological Segmentation to the Language EMNLP 2018 Capturing Regional Variation with Distributed Place Representations and Geographic Retrofitting EMNLP 2018 Change-Point Computation for Large Graphical Models: A Scalable Algorithm for Gaussian Graphical Models with Change-Points JMLR 2018 CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes SemEval 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints IJCAI 2018 Co-attention CNNs for Unsupervised Object Co-segmentation IJCAI 2018 Coding Structures and Actions with the COSTA Scheme in Medical Conversations ACL 2018 Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR 2018 Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research EMNLP 2018 Community Detection and Stochastic Block Models: Recent Developments JMLR 2018 Comparison of Unsupervised Modulation Filter Learning Methods for ASR Interspeech 2018 Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings Interspeech 2018