Representation Learning

Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020 Disentangling by Subspace Diffusion NeurIPS 2020 Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation NeurIPS 2020 Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NeurIPS 2020 Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism AAAI 2020 Distributed Representations for Arithmetic Word Problems AAAI 2020 Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020 Diverse Image Generation via Self-Conditioned GANs CVPR 2020 DNU: Deep Non-Local Unrolling for Computational Spectral Imaging CVPR 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020 Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution EMNLP 2020 Domain Generalization Using a Mixture of Multiple Latent Domains AAAI 2020 Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction EMNLP 2020 Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020 Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020 Do sentence embeddings capture discourse properties of sentences from Scientific Abstracts ? EMNLP 2020 Do sequence-to-sequence VAEs learn global features of sentences? EMNLP 2020 Do Transformers Need Deep Long-Range Memory? ACL 2020 Do We Need to Create Big Datasets to Learn a Task? EMNLP 2020 Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods ACL 2020 DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020 DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes CVPR 2020 DualTKB: A Dual Learning Bridge between Text and Knowledge Base EMNLP 2020 Dynamic Embedding on Textual Networks via a Gaussian Process AAAI 2020 Dynamic Multiscale Graph Neural Networks for 3D Skeleton Based Human Motion Prediction CVPR 2020