Deep Learning

Diversity can be Transferred: Output Diversification for White- and Black-box Attacks NeurIPS 2020 Diversity Transfer Network for Few-Shot Learning AAAI 2020 Divide and Conquer: From Complexity to Simplicity for Lay Summarization EMNLP 2020 DLGNet: A Transformer-based Model for Dialogue Response Generation ACL 2020 DMCP: Differentiable Markov Channel Pruning for Neural Networks CVPR 2020 DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020 DNN No-Reference PSTN Speech Quality Prediction Interspeech 2020 DNNs as Layers of Cooperating Classifiers AAAI 2020 DNU: Deep Non-Local Unrolling for Computational Spectral Imaging CVPR 2020 DOA-GAN: Dual-Order Attentive Generative Adversarial Network for Image Copy-Move Forgery Detection and Localization CVPR 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020 Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding ACL 2020 Document Level NMT of Low-Resource Languages with Backtranslation EMNLP 2020 Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020 Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020 Document Ranking with a Pretrained Sequence-to-Sequence Model EMNLP 2020 Do End-to-End Speech Recognition Models Care About Context? Interspeech 2020 Does Face Recognition Accuracy Get Better With Age? Deep Face Matchers Say No WACV 2020 Does Multi-Encoder Help? A Case Study on Context-Aware Neural Machine Translation ACL 2020 Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! EMNLP 2020 Does Speech Enhancement of Publicly Available Data Help Build Robust Speech Recognition Systems? (Student Abstract) AAAI 2020 Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution EMNLP 2020 Does Unsupervised Architecture Representation Learning Help Neural Architecture Search? NeurIPS 2020 Do Explicit Alignments Robustly Improve Multilingual Encoders? EMNLP 2020 Doing Something we Never could with Spoken Language Technologies-from early days to the era of deep learning Interspeech 2020