Deep Learning

Efficient Formal Safety Analysis of Neural Networks NeurIPS 2018 Efficient Gradient-Free Variational Inference using Policy Search ICML 2018 Efficient Implementation of the Room Simulator for Training Deep Neural Network Acoustic Models Interspeech 2018 Efficient Interactive Annotation of Segmentation Datasets With Polygon-RNN++ CVPR 2018 Efficient Keyword Spotting Using Time Delay Neural Networks Interspeech 2018 Efficient Large-Scale Approximate Nearest Neighbor Search on OpenCL FPGA CVPR 2018 Efficient Large-Scale Neural Domain Classification with Personalized Attention ACL 2018 Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018 Efficient Model-Based Deep Reinforcement Learning with Variational State Tabulation ICML 2018 Efficient Neural Architecture Search via Parameters Sharing ICML 2018 Efficient Neural Audio Synthesis ICML 2018 Efficient Neural Network Robustness Certification with General Activation Functions NeurIPS 2018 Efficient Parametrization of Multi-Domain Deep Neural Networks CVPR 2018 Efficient Sequence Learning with Group Recurrent Networks NAACL 2018 Efficient Sparse-Winograd Convolutional Neural Networks ICLR 2018 Efficient Subpixel Refinement With Symbolic Linear Predictors CVPR 2018 Efficient Video Object Segmentation via Network Modulation CVPR 2018 Egocentric Activity Recognition on a Budget CVPR 2018 Egocentric Basketball Motion Planning From a Single First-Person Image CVPR 2018 Eliminating Background-Bias for Robust Person Re-Identification CVPR 2018 ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions IJCAI 2018 ELiRF-UPV at SemEval-2018 Task 11: Machine Comprehension using Commonsense Knowledge SemEval 2018 ELiRF-UPV at SemEval-2018 Tasks 1 and 3: Affect and Irony Detection in Tweets SemEval 2018 ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing CoNLL 2018 Embedded-State Latent Conditional Random Fields for Sequence Labeling CoNLL 2018