Deep Learning

Convolutional Rectifier Networks as Generalized Tensor Decompositions ICML 2016 Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016 Coping with Unseen Data Conditions: Investigating Neural Net Architectures, Robust Features, and Information Fusion for Robust Speech Recognition Interspeech 2016 Correcting Forecasts with Multifactor Neural Attention ICML 2016 Coupled Generative Adversarial Networks NeurIPS 2016 Couples Behavior Modeling and Annotation Using Low-Resource LSTM Language Models Interspeech 2016 Cross Modal Distillation for Supervision Transfer CVPR 2016 Cross-Stitch Networks for Multi-Task Learning CVPR 2016 CryptoNets: Applying Neural Networks to Encrypted Data with High Throughput and Accuracy ICML 2016 D3: Deep Dual-Domain Based Fast Restoration of JPEG-Compressed Images CVPR 2016 DAG-Recurrent Neural Networks For Scene Labeling CVPR 2016 Data Augmentation Using Multi-Input Multi-Output Source Separation for Deep Neural Network Based Acoustic Modeling Interspeech 2016 DBN-ivector Framework for Acoustic Emotion Recognition Interspeech 2016 DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016 Deceptive Opinion Spam Detection Using Neural Network COLING 2016 Deep ADMM-Net for Compressive Sensing MRI NeurIPS 2016 Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks for Grapheme-to-Phoneme Conversion Utilizing Complex Many-to-Many Alignments Interspeech 2016 Deep Canonical Time Warping CVPR 2016 Deep Compositional Captioning: Describing Novel Object Categories Without Paired Training Data CVPR 2016 Deep Contrast Learning for Salient Object Detection CVPR 2016 Deep Convolutional Neural Networks and Data Augmentation for Acoustic Event Recognition Interspeech 2016 Deep Convolutional Neural Networks for Microscopy-Based Point of Care Diagnostics MLHC 2016 Deep Convolutional Neural Networks with Layer-Wise Context Expansion and Attention Interspeech 2016 Deep Decision Network for Multi-Class Image Classification CVPR 2016 Deep Exemplar 2D-3D Detection by Adapting From Real to Rendered Views CVPR 2016