Representation Learning

Glottal Source Estimation from Coded Telephone Speech Using a Deep Neural Network Interspeech 2017 Going out on a limb: Joint Extraction of Entity Mentions and Relations without Dependency Trees ACL 2017 Graph-based Isometry Invariant Representation Learning ICML 2017 Graph-based Neural Multi-Document Summarization CoNLL 2017 Graph Based Sentiment Aggregation using ConceptNet Ontology IJCNLP 2017 Graph-Structured Representations for Visual Question Answering CVPR 2017 Handling Noise in Boolean Matrix Factorization IJCAI 2017 Hiding Images in Plain Sight: Deep Steganography NeurIPS 2017 Hierarchical Feature Selection with Recursive Regularization IJCAI 2017 Hierarchically-Attentive RNN for Album Summarization and Storytelling EMNLP 2017 Hierarchy Through Composition with Multitask LMDPs ICML 2017 High-Order Attention Models for Visual Question Answering NeurIPS 2017 High-risk learning: acquiring new word vectors from tiny data EMNLP 2017 HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors CVPR 2017 Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection EACL 2017 Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization CVPR 2017 iCaRL: Incremental Classifier and Representation Learning CVPR 2017 Identification of Gaussian Process State Space Models NeurIPS 2017 Idiom-Aware Compositional Distributed Semantics EMNLP 2017 Idiom Savant at Semeval-2017 Task 7: Detection and Interpretation of English Puns SemEval 2017 Image-embodied Knowledge Representation Learning IJCAI 2017 Image Matching via Loopy RNN IJCAI 2017 Image Pivoting for Learning Multilingual Multimodal Representations EMNLP 2017 Implicitly-Defined Neural Networks for Sequence Labeling ACL 2017 Improved Deep Embedded Clustering with Local Structure Preservation IJCAI 2017