Deep Learning

Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019 Presence-Only Geographical Priors for Fine-Grained Image Classification ICCV 2019 Pretrained Ensemble Learning for Fine-Grained Propaganda Detection EMNLP 2019 Pre-Trained Text Embeddings for Enhanced Text-to-Speech Synthesis Interspeech 2019 Pretraining Methods for Dialog Context Representation Learning ACL 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks NeurIPS 2019 Preventing Posterior Collapse with delta-VAEs ICLR 2019 Prior-Aware Neural Network for Partially-Supervised Multi-Organ Segmentation ICCV 2019 Prior Convictions: Black-box Adversarial Attacks with Bandits and Priors ICLR 2019 Private Model Compression via Knowledge Distillation AAAI 2019 PRNet: Self-Supervised Learning for Partial-to-Partial Registration NeurIPS 2019 Probabilistic Forecasting with Spline Quantile Function RNNs AISTATS 2019 Probabilistic Permutation Invariant Training for Speech Separation Interspeech 2019 Probability Distillation: A Caveat and Alternatives UAI 2019 Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning ICML 2019 ProbGAN: Towards Probabilistic GAN with Theoretical Guarantees ICLR 2019 Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings ACL 2019 Probing Neural Network Comprehension of Natural Language Arguments ACL 2019 Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019 ProblemSolver at SemEval-2019 Task 10: Sequence-to-Sequence Learning and Expression Trees SemEval 2019 Processing Megapixel Images with Deep Attention-Sampling Models ICML 2019 PRoFET: Predicting the Risk of Firms from Event Transcripts IJCAI 2019 Progressive Attention Memory Network for Movie Story Question Answering CVPR 2019 Progressive Differentiable Architecture Search: Bridging the Depth Gap Between Search and Evaluation ICCV 2019