Deep Learning

Delexicalized Paraphrase Generation COLING 2020 DeltaGrad: Rapid retraining of machine learning models ICML 2020 Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians NeurIPS 2020 Demoting Racial Bias in Hate Speech Detection ACL 2020 Demystifying Inter-Class Disentanglement ICLR 2020 Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators ICLR 2020 Denoising Diffusion Probabilistic Models NeurIPS 2020 Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP 2020 Denoising Relation Extraction from Document-level Distant Supervision EMNLP 2020 Dense Extreme Inception Network: Towards a Robust CNN Model for Edge Detection WACV 2020 Densely Connected Search Space for More Flexible Neural Architecture Search CVPR 2020 Dense Passage Retrieval for Open-Domain Question Answering EMNLP 2020 Density-Aware Feature Embedding for Face Clustering CVPR 2020 Density-Aware Graph for Deep Semi-Supervised Visual Recognition CVPR 2020 Density-Based Clustering for 3D Object Detection in Point Clouds CVPR 2020 DeOccNet: Learning to See Through Foreground Occlusions in Light Fields WACV 2020 DEPARA: Deep Attribution Graph for Deep Knowledge Transferability CVPR 2020 Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020 Depth-Adaptive Transformer ICLR 2020 Depth Completion via Deep Basis Fitting WACV 2020 Depth-Width Trade-offs for ReLU Networks via Sharkovsky's Theorem ICLR 2020 Depthwise Separable Convolutional ResNet with Squeeze-and-Excitation Blocks for Small-Footprint Keyword Spotting Interspeech 2020 Designing Precise and Robust Dialogue Response Evaluators ACL 2020 Design Space for Graph Neural Networks NeurIPS 2020 DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths ICML 2020