Deep Learning

Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks NeurIPS 2018 Polar Transformer Networks ICLR 2018 Policy Optimization with Second-Order Advantage Information IJCAI 2018 Political discourse classification in social networks using context sensitive convolutional neural networks ACL 2018 Polyglot Semantic Role Labeling ACL 2018 Portable, layer-wise task performance monitoring for NLP models EMNLP 2018 Pose-Guided Photorealistic Face Rotation CVPR 2018 Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR 2018 Positive and Unlabeled Learning via Loss Decomposition and Centroid Estimation IJCAI 2018 Possessors Change Over Time: A Case Study with Artworks EMNLP 2018 Post: Device Placement with Cross-Entropy Minimization and Proximal Policy Optimization NeurIPS 2018 PoTion: Pose MoTion Representation for Action Recognition CVPR 2018 PPFNet: Global Context Aware Local Features for Robust 3D Point Matching CVPR 2018 Practical Block-Wise Neural Network Architecture Generation CVPR 2018 Practical Deep Stereo (PDS): Toward applications-friendly deep stereo matching NeurIPS 2018 prDeep: Robust Phase Retrieval with a Flexible Deep Network ICML 2018 Pre- and In-Parsing Models for Neural Empty Category Detection ACL 2018 Predict and Constrain: Modeling Cardinality in Deep Structured Prediction ICML 2018 Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018 Predicting Arousal and Valence from Waveforms and Spectrograms Using Deep Neural Networks Interspeech 2018 Predicting Brain Activation with WordNet Embeddings ACL 2018 Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings ACL 2018 Predicting Floor-Level for 911 Calls with Neural Networks and Smartphone Sensor Data ICLR 2018 Predicting Foreign Language Usage from English-Only Social Media Posts NAACL 2018 Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks NAACL 2018