Techniques

Towards Understanding the Generalization Bias of Two Layer Convolutional Linear Classifiers with Gradient Descent AISTATS 2019 Training CNNs with Selective Allocation of Channels ICML 2019 Training Neural Response Selection for Task-Oriented Dialogue Systems ACL 2019 Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 2019 Transferable Normalization: Towards Improving Transferability of Deep Neural Networks NeurIPS 2019 Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel EMNLP 2019 Tüpa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing SemEval 2019 ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task CoNLL 2019 Understanding and correcting pathologies in the training of learned optimizers ICML 2019 Understanding and Visualizing Deep Visual Saliency Models CVPR 2019 Understanding Deep Networks via Extremal Perturbations and Smooth Masks ICCV 2019 Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation ICML 2019 Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019 Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Unified Language Model Pre-training for Natural Language Understanding and Generation NeurIPS 2019 Unsupervised Pre-Training of Image Features on Non-Curated Data ICCV 2019 Unsupervised Stylish Image Description Generation via Domain Layer Norm AAAI 2019 Using Human Attention to Extract Keyphrase from Microblog Post ACL 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition EMNLP 2019 Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora Interspeech 2019 Variational Pretraining for Semi-supervised Text Classification ACL 2019 Variational Smoothing in Recurrent Neural Network Language Models ICLR 2019 Very Deep Self-Attention Networks for End-to-End Speech Recognition Interspeech 2019