Representation Learning

Robust Locally-Linear Controllable Embedding AISTATS 2018 Robust Multi-view Learning via Half-quadratic Minimization IJCAI 2018 Robust PCA by Manifold Optimization JMLR 2018 Robust Spoken Language Understanding via Paraphrasing Interspeech 2018 Robust Subspace Approximation in a Stream NeurIPS 2018 Robust Synthetic Control JMLR 2018 Robust Vertex Enumeration for Convex Hulls in High Dimensions AISTATS 2018 Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018 SafeNet: Scale-normalization and Anchor-based Feature Extraction Network for Person Re-identification IJCAI 2018 Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks IJCAI 2018 Scalable and Effective Deep CCA via Soft Decorrelation CVPR 2018 Scalable Dense Non-Rigid Structure-From-Motion: A Grassmannian Perspective CVPR 2018 Scalable Multiplex Network Embedding IJCAI 2018 Scalable Robust Matrix Factorization with Nonconvex Loss NeurIPS 2018 SCAN: Learning Hierarchical Compositional Visual Concepts ICLR 2018 Scoring Lexical Entailment with a Supervised Directional Similarity Network ACL 2018 Selecting Representative Examples for Program Synthesis ICML 2018 Self-Attention with Relative Position Representations NAACL 2018 Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection ACL 2018 Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018 Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018 Self-Supervised Learning of Geometrically Stable Features Through Probabilistic Introspection CVPR 2018 Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection EMNLP 2018 Semantic Structure-based Unsupervised Deep Hashing IJCAI 2018 Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification EMNLP 2018