Architectures

OleNet at SemEval-2019 Task 9: BERT based Multi-Perspective Models for Suggestion Mining SemEval 2019 Omni-Scale Feature Learning for Person Re-Identification ICCV 2019 On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing NAACL 2019 One-Shot Voice Conversion with Global Speaker Embeddings Interspeech 2019 One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues ACL 2019 On Evaluation of Adversarial Perturbations for Sequence-to-Sequence Models NAACL 2019 On Exact Computation with an Infinitely Wide Neural Net NeurIPS 2019 On GAP Coreference Resolution Shared Task: Insights from the 3rd Place Solution ACL 2019 On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters Interspeech 2019 On Learning Over-parameterized Neural Networks: A Functional Approximation Perspective NeurIPS 2019 On Lifted Inference Using Neural Embeddings AAAI 2019 Online abuse detection: the value of preprocessing and neural attention models NAACL 2019 Online Hybrid CTC/Attention Architecture for End-to-End Speech Recognition Interspeech 2019 Online Normalization for Training Neural Networks NeurIPS 2019 On Mixup Training: Improved Calibration and Predictive Uncertainty for Deep Neural Networks NeurIPS 2019 On Network Design Spaces for Visual Recognition ICCV 2019 On Nonlinear Spatial Filtering in Multichannel Speech Enhancement Interspeech 2019 On Random Deep Weight-Tied Autoencoders: Exact Asymptotic Analysis, Phase Transitions, and Implications to Training ICLR 2019 On Retrospecting Human Dynamics with Attention IJCAI 2019 On Self Modulation for Generative Adversarial Networks ICLR 2019 On the Connection Between Learning Two-Layer Neural Networks and Tensor Decomposition AISTATS 2019 On the Convergence Rate of Training Recurrent Neural Networks NeurIPS 2019 On the Dynamics of Gradient Descent for Autoencoders AISTATS 2019 On the equivalence between graph isomorphism testing and function approximation with GNNs NeurIPS 2019 On the Expressive Power of Deep Polynomial Neural Networks NeurIPS 2019