Deep Learning

A Challenge Set and Methods for Noun-Verb Ambiguity EMNLP 2018 A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts NAACL 2018 A Comparison of Input Types to a Deep Neural Network-based Forced Aligner Interspeech 2018 A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation COLING 2018 A Comparison of Two Paraphrase Models for Taxonomy Augmentation NAACL 2018 A Constrained Deep Neural Network for Ordinal Regression CVPR 2018 A Convex Duality Framework for GANs NeurIPS 2018 A Convolutional Recurrent Neural Network for Real-Time Speech Enhancement Interspeech 2018 Acoustic Modeling from Frequency Domain Representations of Speech Interspeech 2018 Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis Interspeech 2018 Acoustic Modeling with DFSMN-CTC and Joint CTC-CE Learning Interspeech 2018 Action Sets: Weakly Supervised Action Segmentation Without Ordering Constraints CVPR 2018 Activation Maximization Generative Adversarial Nets ICLR 2018 Active Learning for Convolutional Neural Networks: A Core-Set Approach ICLR 2018 Active learning for deep semantic parsing ACL 2018 Active Matting NeurIPS 2018 Actor and Action Video Segmentation From a Sentence CVPR 2018 Actor and Observer: Joint Modeling of First and Third-Person Videos CVPR 2018 ACV-tree: A New Method for Sentence Similarity Modeling IJCAI 2018 AD3: Attentive Deep Document Dater EMNLP 2018 AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation CVPR 2018 Adapting Multilingual NMT to Extremely Low Resource Languages FBK’s Participation in the Basque-English Low-Resource MT Task, IWSLT 2018 EMNLP 2018 Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018 Adaptive Dropout with Rademacher Complexity Regularization ICLR 2018 Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018