Deep Learning

Dependency Parsing as Head Selection EACL 2017 Dependency Parsing with Partial Annotations: An Empirical Comparison IJCNLP 2017 Depth Separation for Neural Networks COLT 2017 Depth-Width Tradeoffs in Approximating Natural Functions with Neural Networks ICML 2017 Derivation of Document Vectors from Adaptation of LSTM Language Model EACL 2017 Deriving continous grounded meaning representations from referentially structured multimodal contexts EMNLP 2017 Deriving Neural Architectures from Sequence and Graph Kernels ICML 2017 DeshadowNet: A Multi-Context Embedding Deep Network for Shadow Removal CVPR 2017 Designing Energy-Efficient Convolutional Neural Networks Using Energy-Aware Pruning CVPR 2017 Detecting Masked Faces in the Wild With LLE-CNNs CVPR 2017 Detecting Oriented Text in Natural Images by Linking Segments CVPR 2017 Detecting Overlapped Speech on Short Timeframes Using Deep Learning Interspeech 2017 Detecting Visual Relationships With Deep Relational Networks CVPR 2017 Detect, Replace, Refine: Deep Structured Prediction for Pixel Wise Labeling CVPR 2017 Dialog state tracking, a machine reading approach using Memory Network EACL 2017 “Did you laugh enough today?” — Deep Neural Networks for Mobile and Wearable Laughter Trackers Interspeech 2017 Differentiable Learning of Submodular Models NeurIPS 2017 Differentiable Programs with Neural Libraries ICML 2017 Differentiable Scheduled Sampling for Credit Assignment ACL 2017 Dilated Recurrent Neural Networks NeurIPS 2017 Dilated Residual Networks CVPR 2017 Direct Acoustics-to-Word Models for English Conversational Speech Recognition Interspeech 2017 Direct Modelling of Magnitude and Phase Spectra for Statistical Parametric Speech Synthesis Interspeech 2017 Discourse Mode Identification in Essays ACL 2017 Discovering Discrete Latent Topics with Neural Variational Inference ICML 2017