Deep Learning

Parsimonious Bayesian deep networks NeurIPS 2018 Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information NAACL 2018 Partially-Supervised Image Captioning NeurIPS 2018 Partial Transfer Learning With Selective Adversarial Networks CVPR 2018 Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification EMNLP 2018 Path Aggregation Network for Instance Segmentation CVPR 2018 Path-Level Network Transformation for Efficient Architecture Search ICML 2018 Pathologies of Neural Models Make Interpretations Difficult EMNLP 2018 Pathwise Derivatives Beyond the Reparameterization Trick ICML 2018 Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks EMNLP 2018 PCA of high dimensional random walks with comparison to neural network training NeurIPS 2018 PDE-Net: Learning PDEs from Data ICML 2018 Pelee: A Real-Time Object Detection System on Mobile Devices NeurIPS 2018 People, Penguins and Petri Dishes: Adapting Object Counting Models to New Visual Domains and Object Types Without Forgetting CVPR 2018 Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation Interspeech 2018 Personalized Language Model for Query Auto-Completion ACL 2018 Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning EMNLP 2018 Personalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations ACL 2018 Person Re-identification by Mid-level Attribute and Part-based Identity Learning ACML 2018 Person Re-Identification With Cascaded Pairwise Convolutions CVPR 2018 Person Transfer GAN to Bridge Domain Gap for Person Re-Identification CVPR 2018 Perturbative Neural Networks CVPR 2018 Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction CoNLL 2018 PhaseNet: Discretized Phase Modeling with Deep Neural Networks for Audio Source Separation Interspeech 2018 Phase Retrieval Under a Generative Prior NeurIPS 2018