Model Architecture

The Lower The Simpler: Simplifying Hierarchical Recurrent Models NAACL 2019 T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order Tensor CVPR 2019 Top-Down Neural Model For Formulae ICLR 2019 TossingBot: Learning to Throw Arbitrary Objects with Residual Physics RSS 2019 Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation ACL 2019 Towards Linear Time Neural Machine Translation with Capsule Networks EMNLP 2019 Towards modular and programmable architecture search NeurIPS 2019 Towards Practical Alternating Least-Squares for CCA NeurIPS 2019 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 Transferable AutoML by Model Sharing Over Grouped Datasets CVPR 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 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 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Utilizing Class Information for Deep Network Representation Shaping AAAI 2019 Variational Attention Using Articulatory Priors for Generating Code Mixed Speech Using Monolingual Corpora Interspeech 2019 Variational Smoothing in Recurrent Neural Network Language Models ICLR 2019 Video Classification With Channel-Separated Convolutional Networks ICCV 2019 Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network Interspeech 2019 Weighted Channel Dropout for Regularization of Deep Convolutional Neural Network AAAI 2019 What Does BERT Learn about the Structure of Language? ACL 2019 What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models AAAI 2019 Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion Interspeech 2019