Deep Learning

StyleBank: An Explicit Representation for Neural Image Style Transfer CVPR 2017 Style Transfer from Non-Parallel Text by Cross-Alignment NeurIPS 2017 Subjective Intelligibility of Deep Neural Network-Based Speech Enhancement Interspeech 2017 Sub-sampled Cubic Regularization for Non-convex Optimization ICML 2017 Summarizing Lengthy Questions IJCNLP 2017 Supervised Attention for Sequence-to-Sequence Constituency Parsing IJCNLP 2017 Supervised Deep Features for Software Functional Clone Detection by Exploiting Lexical and Syntactical Information in Source Code IJCAI 2017 Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017 Supervising Neural Attention Models for Video Captioning by Human Gaze Data CVPR 2017 SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks CVPR 2017 Surprising properties of dropout in deep networks COLT 2017 SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability NeurIPS 2017 SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks NeurIPS 2017 Switching Convolutional Neural Network for Crowd Counting CVPR 2017 Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones EMNLP 2017 Symbolic Priors for RNN-based Semantic Parsing IJCAI 2017 SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation CVPR 2017 Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR 2017 Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet CVPR 2017 Synthesizing Normalized Faces From Facial Identity Features CVPR 2017 Tag-Aware Personalized Recommendation Using a Hybrid Deep Model IJCAI 2017 Tag Disentangled Generative Adversarial Network for Object Image Re-rendering IJCAI 2017 Tag-Enhanced Tree-Structured Neural Networks for Implicit Discourse Relation Classification IJCNLP 2017 TAG Parsing with Neural Networks and Vector Representations of Supertags EMNLP 2017 Targeting EEG/LFP Synchrony with Neural Nets NeurIPS 2017