Model Architecture

JANUS: Fast and Flexible Deep Learning via Symbolic Graph Execution of Imperative Programs NSDI 2019 Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking ICCV 2019 Joint Optimization of Neural Acoustic Beamforming and Dereverberation with x-Vectors for Robust Speaker Verification Interspeech 2019 KCNN: Kernel-wise Quantization to Remarkably Decrease Multiplications in Convolutional Neural Network IJCAI 2019 Kernel Transformer Networks for Compact Spherical Convolution CVPR 2019 Kervolutional Neural Networks CVPR 2019 Kingsoft’s Neural Machine Translation System for WMT19 ACL 2019 K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection IJCAI 2019 LADet: A Light-weight and Adaptive Network for Multi-scale Object Detection ACML 2019 LanczosNet: Multi-Scale Deep Graph Convolutional Networks ICLR 2019 Language Modeling with Deep Transformers Interspeech 2019 Large Scale GAN Training for High Fidelity Natural Image Synthesis ICLR 2019 LCA: Loss Change Allocation for Neural Network Training NeurIPS 2019 Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo ICCV 2019 Learning Anytime Predictions in Neural Networks via Adaptive Loss Balancing AAAI 2019 Learning a Visual Tracker from a Single Movie without Annotation AAAI 2019 Learning-Based Sampling for Natural Image Matting CVPR 2019 Learning beamforming in ultrasound imaging MIDL 2019 Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning NeurIPS 2019 Learning Filter Basis for Convolutional Neural Network Compression ICCV 2019 Learning Implicitly Recurrent CNNs Through Parameter Sharing ICLR 2019 Learning Low-precision Neural Networks without Straight-Through Estimator (STE) IJCAI 2019 Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting CVPR 2019 Learning Recurrent Binary/Ternary Weights ICLR 2019 Learning Spatial Awareness to Improve Crowd Counting ICCV 2019