Self-Supervised Learning

Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP EMNLP 2021 Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration ICML 2021 Divide and Contrast: Self-Supervised Learning From Uncurated Data ICCV 2021 DOBF: A Deobfuscation Pre-Training Objective for Programming Languages NeurIPS 2021 DOCENT: Learning Self-Supervised Entity Representations from Large Document Collections EACL 2021 Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation ACL 2021 Document-Level Relation Extraction with Reconstruction AAAI 2021 Do Different Tracking Tasks Require Different Appearance Models? NeurIPS 2021 Domain Adaptive Semantic Segmentation With Self-Supervised Depth Estimation ICCV 2021 Don’t Change Me! User-Controllable Selective Paraphrase Generation EACL 2021 Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness IJCAI 2021 Do Response Selection Models Really Know What’s Next? Utterance Manipulation Strategies for Multi-turn Response Selection AAAI 2021 Dropout Regularization for Self-Supervised Learning of Transformer Encoder Speech Representation Interspeech 2021 Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity NeurIPS 2021 DualNet: Continual Learning, Fast and Slow NeurIPS 2021 Dual Path Learning for Domain Adaptation of Semantic Segmentation ICCV 2021 Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021 Dynamic Bottleneck for Robust Self-Supervised Exploration NeurIPS 2021 Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021 Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP 2021 Dynamic Surface Function Networks for Clothed Human Bodies ICCV 2021 Early Prediction of Children’s Task Completion in a Tablet Tutor using Visual Features (Student Abstract) AAAI 2021 ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning AAAI 2021 ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline SemEval 2021 ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021