Techniques

Cross-Target Stance Classification with Self-Attention Networks ACL 2018 CrystalFeel at SemEval-2018 Task 1: Understanding and Detecting Emotion Intensity using Affective Lexicons SemEval 2018 DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018 DCFNet: Deep Neural Network with Decomposed Convolutional Filters ICML 2018 DCN+: Mixed Objective And Deep Residual Coattention for Question Answering ICLR 2018 DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation CVPR 2018 Decorrelated Batch Normalization CVPR 2018 Decoupled Parallel Backpropagation with Convergence Guarantee ICML 2018 Decoupling the Layers in Residual Networks ICLR 2018 Deep Attentive Sentence Ordering Network EMNLP 2018 Deep Attentive Tracking via Reciprocative Learning NeurIPS 2018 Deep Complex Networks ICLR 2018 Deep contextualized word representations for detecting sarcasm and irony EMNLP 2018 Deep Cross-Media Knowledge Transfer CVPR 2018 Deep Diffeomorphic Transformer Networks CVPR 2018 Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018 Deep Hashing via Discrepancy Minimization CVPR 2018 Deep Layer Aggregation CVPR 2018 Deep Learning and Quantum Entanglement: Fundamental Connections with Implications to Network Design ICLR 2018 Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge ICLR 2018 Deeply Fused Speaker Embeddings for Text-Independent Speaker Verification Interspeech 2018 Deep Neural Networks with Box Convolutions NeurIPS 2018 Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement Interspeech 2018 DeepPavlov: Open-Source Library for Dialogue Systems ACL 2018 Deep Rewiring: Training very sparse deep networks ICLR 2018