representation learning

Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases NeurIPS 2020 Dependency Graph Enhanced Dual-transformer Structure for Aspect-based Sentiment Classification ACL 2020 Detection of Mental Health from Reddit via Deep Contextualized Representations EMNLP 2020 Dialogue State Induction Using Neural Latent Variable Models IJCAI 2020 Diffeomorphic Learning JMLR 2020 Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness EMNLP 2020 Differentiating through the Fréchet Mean ICML 2020 Discovering Motor Programs by Recomposing Demonstrations ICLR 2020 Discovering Symbolic Models from Deep Learning with Inductive Biases NeurIPS 2020 Disentangle-based Continual Graph Representation Learning EMNLP 2020 Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020 Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model IJCAI 2020 Disentanglement by Nonlinear ICA with General Incompressible-flow Networks (GIN) ICLR 2020 Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NeurIPS 2020 Distance Metric Learning with Joint Representation Diversification ICML 2020 Distributed Representations for Arithmetic Word Problems AAAI 2020 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 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 We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation ICML 2020 Dual Attention Model for Citation Recommendation COLING 2020 Dual Super-Resolution Learning for Semantic Segmentation CVPR 2020 Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives CVPR 2020 Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection EMNLP 2020 Dysarthric Speech Recognition Based on Deep Metric Learning Interspeech 2020