Deep Learning

Fine-Grained Termhood Prediction for German Compound Terms Using Neural Networks COLING 2018 Fine-tuning on Clean Data for End-to-End Speech Translation: FBK @ IWSLT 2018 EMNLP 2018 First Order Generative Adversarial Networks ICML 2018 FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction NeurIPS 2018 Fitting New Speakers Based on a Short Untranscribed Sample ICML 2018 Fixing a Broken ELBO ICML 2018 Fixing Translation Divergences in Parallel Corpora for Neural MT EMNLP 2018 Fix your classifier: the marginal value of training the last weight layer ICLR 2018 Flexible and accurate inference and learning for deep generative models NeurIPS 2018 FlipDial: A Generative Model for Two-Way Visual Dialogue CVPR 2018 Flow Guided Recurrent Neural Encoder for Video Salient Object Detection CVPR 2018 Fluency Boost Learning and Inference for Neural Grammatical Error Correction ACL 2018 Focal Visual-Text Attention for Visual Question Answering CVPR 2018 Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018 Focus: Querying Large Video Datasets with Low Latency and Low Cost OSDI 2018 FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation CVPR 2018 Fooling Vision and Language Models Despite Localization and Attention Mechanism CVPR 2018 Forest-Based Neural Machine Translation ACL 2018 Formal Analysis of Deep Binarized Neural Networks IJCAI 2018 Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages NAACL 2018 Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger NeurIPS 2018 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 Frame-Recurrent Video Super-Resolution CVPR 2018 Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies EMNLP 2018 Frank-Wolfe with Subsampling Oracle ICML 2018