Neural Networks

The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018 The Context-Dependent Additive Recurrent Neural Net NAACL 2018 The Description Length of Deep Learning models NeurIPS 2018 The DipInfo-UniTo system for SRST 2018 ACL 2018 The Dynamics of Learning: A Random Matrix Approach ICML 2018 The Effect of Real-Time Constraints on Automatic Speech Animation Interspeech 2018 The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018 The emergence of spectral universality in deep networks AISTATS 2018 The High-Dimensional Geometry of Binary Neural Networks ICLR 2018 The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018 The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems CoRL 2018 The Multilinear Structure of ReLU Networks ICML 2018 Theoretical Linear Convergence of Unfolded ISTA and Its Practical Weights and Thresholds NeurIPS 2018 The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning ICML 2018 The streaming rollout of deep networks - towards fully model-parallel execution NeurIPS 2018 The Transfer of Human Trust in Robot Capabilities across Tasks RSS 2018 The UWNLP system at SemEval-2018 Task 7: Neural Relation Extraction Model with Selectively Incorporated Concept Embeddings SemEval 2018 Think Visually: Question Answering through Virtual Imagery ACL 2018 Three-Head Neural Network Architecture for Monte Carlo Tree Search IJCAI 2018 THU_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model SemEval 2018 Tone Recognition Using Lifters and CTC Interspeech 2018 Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing EMNLP 2018 Topic-to-Essay Generation with Neural Networks IJCAI 2018 Total Capture: A 3D Deformation Model for Tracking Faces, Hands, and Bodies CVPR 2018 Toward Fast and Accurate Neural Discourse Segmentation EMNLP 2018