Neural Networks

Learning Intrinsic Sparse Structures within Long Short-Term Memory ICLR 2018 Learning K-way D-dimensional Discrete Codes for Compact Embedding Representations ICML 2018 Learning Longer-term Dependencies in RNNs with Auxiliary Losses ICML 2018 Learning long-range spatial dependencies with horizontal gated recurrent units NeurIPS 2018 Learning Long Term Dependencies via Fourier Recurrent Units ICML 2018 Learning Memory Access Patterns ICML 2018 Learning One Convolutional Layer with Overlapping Patches ICML 2018 Learning One-hidden-layer Neural Networks with Landscape Design ICLR 2018 Learning Out-of-Vocabulary Words in Intelligent Personal Agents IJCAI 2018 Learning Overparameterized Neural Networks via Stochastic Gradient Descent on Structured Data NeurIPS 2018 Learning Sequence Encoders for Temporal Knowledge Graph Completion EMNLP 2018 Learning Sequential Correlation for User Generated Textual Content Popularity Prediction IJCAI 2018 Learning Spatial-Aware Regressions for Visual Tracking CVPR 2018 Learning Steerable Filters for Rotation Equivariant CNNs CVPR 2018 Learning Strict Identity Mappings in Deep Residual Networks CVPR 2018 Learning Structure and Strength of CNN Filters for Small Sample Size Training CVPR 2018 Learning Time/Memory-Efficient Deep Architectures With Budgeted Super Networks CVPR 2018 Learning to Count Objects in Natural Images for Visual Question Answering ICLR 2018 Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking NAACL 2018 Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018 Learning to Generate Word Representations using Subword Information COLING 2018 Learning to Infer Graphics Programs from Hand-Drawn Images NeurIPS 2018 Learning to Rank Question-Answer Pairs Using Hierarchical Recurrent Encoder with Latent Topic Clustering NAACL 2018 Learning to Reason with Third Order Tensor Products NeurIPS 2018 Learning Transferable Architectures for Scalable Image Recognition CVPR 2018