Unsupervised Learning

Facial Expression Intensity Estimation Using Ordinal Information CVPR 2016 Feature Learning and Automatic Segmentation for Dolphin Communication Analysis Interspeech 2016 General Tensor Spectral Co-clustering for Higher-Order Data NeurIPS 2016 GraB: Visual Saliency via Novel Graph Model and Background Priors CVPR 2016 Grammar induction from (lots of) words alone COLING 2016 Graph Clustering: Block-models and model free results NeurIPS 2016 Greedy Column Subset Selection: New Bounds and Distributed Algorithms ICML 2016 HAPPY Team Entry to NIST OpenSAD Challenge: A Fusion of Short-Term Unsupervised and Segment i-Vector Based Speech Activity Detectors Interspeech 2016 Hierarchical Object Representation for Open-Ended Object Category Learning and Recognition NeurIPS 2016 Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease NeurIPS 2016 Improving Under-Resourced Language ASR Through Latent Subword Unit Space Discovery Interspeech 2016 Improving Word Alignment of Rare Words with Word Embeddings COLING 2016 Joint Unsupervised Deformable Spatio-Temporal Alignment of Sequences CVPR 2016 Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016 Kernel Approximation via Empirical Orthogonal Decomposition for Unsupervised Feature Learning CVPR 2016 Language Recognition via Sparse Coding Interspeech 2016 Latent Topic Embedding COLING 2016 Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR 2016 Learning Deep Parsimonious Representations NeurIPS 2016 Learning from Small Sample Sets by Combining Unsupervised Meta-Training with CNNs NeurIPS 2016 Learning Latent Variable Models by Pairwise Cluster Comparison: Part II - Algorithm and Evaluation JMLR 2016 Learning Probabilistic Submodular Diversity Models Via Noise Contrastive Estimation AISTATS 2016 Learning Sparse Combinatorial Representations via Two-stage Submodular Maximization ICML 2016 Learning Temporal Regularity in Video Sequences CVPR 2016 Learning Transferrable Representations for Unsupervised Domain Adaptation NeurIPS 2016