Deep Learning

Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding AAAI 2019 Few-Shot Learning via Saliency-Guided Hallucination of Samples CVPR 2019 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019 Few-shot Video-to-Video Synthesis NeurIPS 2019 FFJORD: Free-Form Continuous Dynamics for Scalable Reversible Generative Models ICLR 2019 FickleNet: Weakly and Semi-Supervised Semantic Image Segmentation Using Stochastic Inference CVPR 2019 Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection ACL 2019 Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection SemEval 2019 Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection ACL 2019 Fill the GAP: Exploiting BERT for Pronoun Resolution ACL 2019 Filtering of Noisy Parallel Corpora Based on Hypothesis Generation ACL 2019 Filtering Pseudo-References by Paraphrasing for Automatic Evaluation of Machine Translation ACL 2019 Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration CVPR 2019 Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing ACL 2019 Finding Mixed Nash Equilibria of Generative Adversarial Networks ICML 2019 Findings of the First Shared Task on Machine Translation Robustness ACL 2019 Findings of the Third Workshop on Neural Generation and Translation EMNLP 2019 Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias NeurIPS 2019 Finding Your Voice: The Linguistic Development of Mental Health Counselors ACL 2019 Find Me if You Can: Deep Software Clone Detection by Exploiting the Contest between the Plagiarist and the Detector AAAI 2019 FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery CVPR 2019 Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks ICML 2019 Fine-Grained Analysis of Propaganda in News Articles EMNLP 2019 Fine-Grained Entity Typing via Hierarchical Multi Graph Convolutional Networks EMNLP 2019 Fine-grained Optimization of Deep Neural Networks NeurIPS 2019