Deep Learning

Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020 DoTheMath at SemEval-2020 Task 12 : Deep Neural Networks with Self Attention for Arabic Offensive Language Detection SemEval 2020 Do Transformers Dream of Inference, or Can Pretrained Generative Models Learn Implicit Inferential Rules? EMNLP 2020 Do Transformers Need Deep Long-Range Memory? ACL 2020 Double Adversarial Network Based Monaural Speech Enhancement for Robust Speech Recognition Interspeech 2020 Double Graph Based Reasoning for Document-level Relation Extraction EMNLP 2020 Double-Oracle Sampling Method for Stackelberg Equilibrium Approximation in General-Sum Extensive-Form Games AAAI 2020 Double Trouble in Double Descent: Bias and Variance(s) in the Lazy Regime ICML 2020 Doubly Stochastic Variational Inference for Neural Processes with Hierarchical Latent Variables ICML 2020 DoveNet: Deep Image Harmonization via Domain Verification CVPR 2020 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020 Do We Need Zero Training Loss After Achieving Zero Training Error? ICML 2020 Do We Really Need That Many Parameters In Transformer For Extractive Summarization? Discourse Can Help ! EMNLP 2020 Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020 DPGN: Distribution Propagation Graph Network for Few-Shot Learning CVPR 2020 Draft and Edit: Automatic Storytelling Through Multi-Pass Hierarchical Conditional Variational Autoencoder AAAI 2020 Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks ICLR 2020 Dreaming to Distill: Data-Free Knowledge Transfer via DeepInversion CVPR 2020 Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020 DropEdge: Towards Deep Graph Convolutional Networks on Node Classification ICLR 2020 DropNet: Reducing Neural Network Complexity via Iterative Pruning ICML 2020 Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. EMNLP 2020 DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020 DSC IIT-ISM at SemEval-2020 Task 6: Boosting BERT with Dependencies for Definition Extraction SemEval 2020 DSC-IIT ISM at WNUT-2020 Task 2: Detection of COVID-19 informative tweets using RoBERTa EMNLP 2020