Model Architecture

Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design ICLR 2018 Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge ICLR 2018 Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Deep Neural Networks with Box Convolutions NeurIPS 2018 Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement Interspeech 2018 Deep Rewiring: Training very sparse deep networks ICLR 2018 Deep Spine: Automated Lumbar Vertebral Segmentation, Disc-Level Designation, and Spinal Stenosis Grading using Deep Learning MLHC 2018 Dense Information Flow for Neural Machine Translation NAACL 2018 Depthwise Separable Convolutions for Neural Machine Translation ICLR 2018 Detail-Preserving Pooling in Deep Networks CVPR 2018 Detection of Glottal Closure Instants from Speech Signals: A Convolutional Neural Network Based Method Interspeech 2018 Deterministic Binary Filters for Convolutional Neural Networks IJCAI 2018 Did the Model Understand the Question? ACL 2018 Disconnected Recurrent Neural Networks for Text Categorization ACL 2018 Does it care what you asked? Understanding Importance of Verbs in Deep Learning QA System EMNLP 2018 Dynamically Hierarchy Revolution: DirNet for Compressing Recurrent Neural Network on Mobile Devices IJCAI 2018 Dynamic Few-Shot Visual Learning Without Forgetting CVPR 2018 Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network Interspeech 2018 Efficient and Deep Person Re-Identification Using Multi-Level Similarity CVPR 2018 Efficient DNN Neuron Pruning by Minimizing Layer-wise Nonlinear Reconstruction Error IJCAI 2018 Efficient end-to-end learning for quantizable representations ICML 2018 Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models Interspeech 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Efficient Neural Architecture Search via Parameters Sharing ICML 2018 Efficient Neural Network Robustness Certification with General Activation Functions NeurIPS 2018