Deep Learning

Saliency Learning: Teaching the Model Where to Pay Attention NAACL 2019 Salient Object Detection With Pyramid Attention and Salient Edges CVPR 2019 Salient Speech Representations Based on Cloned Networks Interspeech 2019 Same, Same But Different: Recovering Neural Network Quantization Error Through Weight Factorization ICML 2019 SAM-Net: Integrating Event-Level and Chain-Level Attentions to Predict What Happens Next AAAI 2019 Sampled Softmax with Random Fourier Features NeurIPS 2019 Sample-Efficient Imitation Learning via Generative Adversarial Nets AISTATS 2019 Sampling Bias in Deep Active Classification: An Empirical Study EMNLP 2019 Sampling-Free Variational Inference of Bayesian Neural Networks by Variance Backpropagation UAI 2019 Sampling Techniques for Large-Scale Object Detection From Sparsely Annotated Objects CVPR 2019 SANet: Scene Agnostic Network for Camera Localization ICCV 2019 Sarah’s Participation in WAT 2019 EMNLP 2019 SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver ICML 2019 Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation EMNLP 2019 Scalable and Efficient Pairwise Learning to Achieve Statistical Accuracy AAAI 2019 Scalable Convolutional Neural Network for Image Compressed Sensing CVPR 2019 Scalable Deep Generative Relational Model with High-Order Node Dependence NeurIPS 2019 Scalable Distributed DL Training: Batching Communication and Computation AAAI 2019 Scalable graph-based method for individual named entity identification EMNLP 2019 Scalable Recollections for Continual Lifelong Learning AAAI 2019 Scalable Spike Source Localization in Extracellular Recordings using Amortized Variational Inference NeurIPS 2019 Scalable Syntax-Aware Language Models Using Knowledge Distillation ACL 2019 Scalable Unbalanced Optimal Transport using Generative Adversarial Networks ICLR 2019 Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently AAAI 2019 Scaling Recurrent Models via Orthogonal Approximations in Tensor Trains ICCV 2019