Representation Learning

Invariance and Stability of Deep Convolutional Representations NeurIPS 2017 Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017 Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings EACL 2017 ITNLP-AiKF at SemEval-2017 Task 1: Rich Features Based SVR for Semantic Textual Similarity Computing SemEval 2017 Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity SemEval 2017 Joint Capped Norms Minimization for Robust Matrix Recovery IJCAI 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks Interspeech 2017 Joint Registration and Representation Learning for Unconstrained Face Identification CVPR 2017 Joint Training of Expanded End-to-End DNN for Text-Dependent Speaker Verification Interspeech 2017 Kernel Pooling for Convolutional Neural Networks CVPR 2017 Knowledge Graph Representation with Jointly Structural and Textual Encoding IJCAI 2017 Knowledge Tracing in Sequential Learning of Inflected Vocabulary CoNLL 2017 L2-Net: Deep Learning of Discriminative Patch Descriptor in Euclidean Space CVPR 2017 Label Distribution Learning Forests NeurIPS 2017 Language Modeling with Recurrent Highway Hypernetworks NeurIPS 2017 Large-Scale Data-Dependent Kernel Approximation AISTATS 2017 Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network EACL 2017 Large-scale Subspace Clustering by Fast Regression Coding IJCAI 2017 Latent Multi-View Subspace Clustering CVPR 2017 Learning Adaptive Receptive Fields for Deep Image Parsing Network CVPR 2017 Learning and Applying Case Adaptation Rules for Classification: An Ensemble Approach IJCAI 2017 Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval CVPR 2017 Learning Character-level Compositionality with Visual Features ACL 2017 Learning Chinese Word Representations From Glyphs Of Characters EMNLP 2017 Learning Concise Representations of Users' Influences through Online Behaviors IJCAI 2017