Deep Learning

On the Flatness of Loss Surface for Two-layered ReLU Networks ACML 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NeurIPS 2017 On the Influence of Modifying Magnitude and Phase Spectrum to Enhance Noisy Speech Signals Interspeech 2017 On the Learnability of Fully-Connected Neural Networks AISTATS 2017 Open-Domain Neural Dialogue Systems IJCNLP 2017 openXBOW -- Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit JMLR 2017 Opinion Recommendation Using A Neural Model EMNLP 2017 Optical Flow Estimation Using a Spatial Pyramid Network CVPR 2017 Optical Flow Requires Multiple Strategies (but Only One Network) CVPR 2017 Optimal Rates for Multi-pass Stochastic Gradient Methods JMLR 2017 Optimizing DNN Adaptation for Recognition of Enhanced Speech Interspeech 2017 Optimizing Long-term Predictions for Model-based Policy Search CoRL 2017 OptNet: Differentiable Optimization as a Layer in Neural Networks ICML 2017 Oriented Response Networks CVPR 2017 Overcoming Catastrophic Forgetting by Incremental Moment Matching NeurIPS 2017 PACRR: A Position-Aware Neural IR Model for Relevance Matching EMNLP 2017 Paradigm Completion for Derivational Morphology EMNLP 2017 Parallel-Data-Free Many-to-Many Voice Conversion Based on DNN Integrated with Eigenspace Using a Non-Parallel Speech Corpus Interspeech 2017 Parallel Hierarchical Attention Networks with Shared Memory Reader for Multi-Stream Conversational Document Classification Interspeech 2017 Parallel Multiscale Autoregressive Density Estimation ICML 2017 Paraphrasing Revisited with Neural Machine Translation EACL 2017 Parseval Networks: Improving Robustness to Adversarial Examples ICML 2017 Parsing Images of Overlapping Organisms With Deep Singling-Out Networks CVPR 2017 Parsing with Context Embeddings CoNLL 2017 Pay Attention to the Ending:Strong Neural Baselines for the ROC Story Cloze Task ACL 2017