Model Architecture

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation EMNLP 2019 An Effective Deep Embedding Learning Architecture for Speaker Verification Interspeech 2019 An Empirical study of Binary Neural Networks' Optimisation ICLR 2019 An Empirical Study of Spatial Attention Mechanisms in Deep Networks ICCV 2019 An End-to-End Generative Architecture for Paraphrase Generation EMNLP 2019 A New Time-Frequency Attention Mechanism for TDNN and CNN-LSTM-TDNN, with Application to Language Identification Interspeech 2019 AntisymmetricRNN: A Dynamical System View on Recurrent Neural Networks ICLR 2019 A Primal Dual Formulation For Deep Learning With Constraints NeurIPS 2019 Area Attention ICML 2019 A Representer Theorem for Deep Neural Networks JMLR 2019 Are Sixteen Heads Really Better than One? NeurIPS 2019 ASAC: Active Sensing using Actor-Critic models MLHC 2019 A Simple Pooling-Based Design for Real-Time Salient Object Detection CVPR 2019 Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks EMNLP 2019 A Structured Model for Action Detection CVPR 2019 A Systematic Study of Leveraging Subword Information for Learning Word Representations NAACL 2019 A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI AAAI 2019 Attention Augmented Convolutional Networks ICCV 2019 Attention-Based Adaptive Selection of Operations for Image Restoration in the Presence of Unknown Combined Distortions CVPR 2019 Attention Branch Network: Learning of Attention Mechanism for Visual Explanation CVPR 2019 Attention-Guided Network for Ghost-Free High Dynamic Range Imaging CVPR 2019 Attention is not Explanation NAACL 2019 AttentionRNN: A Structured Spatial Attention Mechanism ICCV 2019 Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts NAACL 2019 Attentive Temporal Pyramid Network for Dynamic Scene Classification AAAI 2019