Representation Learning

Gradient-Based Meta-Learning with Learned Layerwise Metric and Subspace ICML 2018 GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018 Graph Convolution over Pruned Dependency Trees Improves Relation Extraction EMNLP 2018 Graphical Models for Non-Negative Data Using Generalized Score Matching AISTATS 2018 Graph Networks as Learnable Physics Engines for Inference and Control ICML 2018 GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models ICML 2018 Grasp2Vec: Learning Object Representations from Self-Supervised Grasping CoRL 2018 Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter NAACL 2018 Group Equivariant Capsule Networks NeurIPS 2018 GTR-LSTM: A Triple Encoder for Sentence Generation from RDF Data ACL 2018 Hand PointNet: 3D Hand Pose Estimation Using Point Sets CVPR 2018 Hard Non-Monotonic Attention for Character-Level Transduction EMNLP 2018 Harmonic Mean Iteratively Reweighted Least Squares for Low-Rank Matrix Recovery JMLR 2018 Harmonic-Percussive Source Separation of Polyphonic Music by Suppressing Impulsive Noise Events Interspeech 2018 Harmonious Attention Network for Person Re-Identification CVPR 2018 Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018 HCCL at SemEval-2018 Task 8: An End-to-End System for Sequence Labeling from Cybersecurity Reports SemEval 2018 Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains IJCAI 2018 Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL 2018 High-Order Tensor Regularization With Application to Attribute Ranking CVPR 2018 HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation COLING 2018 HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization CVPR 2018 Human Motion Generation via Cross-Space Constrained Sampling IJCAI 2018 Hyperbolic Neural Networks NeurIPS 2018 hyperdoc2vec: Distributed Representations of Hypertext Documents ACL 2018