Application Areas

Statistical and Computational Trade-Offs in Kernel K-Means NeurIPS 2018 Statistical Model Compression for Small-Footprint Natural Language Understanding Interspeech 2018 Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks CVPR 2018 StrassenNets: Deep Learning with a Multiplication Budget ICML 2018 Strategyproof and Fair Matching Mechanism for Union of Symmetric M-convex Constraints IJCAI 2018 Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018 Structured Optimal Transport AISTATS 2018 Structured Word Embedding for Low Memory Neural Network Language Model Interspeech 2018 Style Aggregated Network for Facial Landmark Detection CVPR 2018 Submodularity-Inspired Data Selection for Goal-Oriented Chatbot Training Based on Sentence Embeddings IJCAI 2018 Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates ACL 2018 Super-Resolving Very Low-Resolution Face Images With Supplementary Attributes CVPR 2018 SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation EMNLP 2018 Synaptic Strength For Convolutional Neural Network NeurIPS 2018 Syntactic Patterns Improve Information Extraction for Medical Search NAACL 2018 SyntaViz: Visualizing Voice Queries through a Syntax-Driven Hierarchical Ontology EMNLP 2018 Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018 Synthetic Data Made to Order: The Case of Parsing EMNLP 2018 SYQ: Learning Symmetric Quantization for Efficient Deep Neural Networks CVPR 2018 Systems AI: A Declarative Learning Based Programming Perspective IJCAI 2018 Tackling the Story Ending Biases in The Story Cloze Test ACL 2018 Tags2Parts: Discovering Semantic Regions From Shape Tags CVPR 2018 Talker Diarization in the Wild: the Case of Child-centered Daylong Audio-recordings Interspeech 2018 Tamper-Proof Privacy Auditing for Artificial Intelligence Systems IJCAI 2018 TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service ICML 2018