Self-Supervised Learning

Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models ACL 2022 Do Children Texts Hold The Key To Commonsense Knowledge? EMNLP 2022 DoCoGen: Domain Counterfactual Generation for Low Resource Domain Adaptation ACL 2022 Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation ACL 2022 Document-Level Relation Extraction with Sentences Importance Estimation and Focusing NAACL 2022 Do Decoding Algorithms Capture Discourse Structure in Multi-Modal Tasks? A Case Study of Image Paragraph Generation EMNLP 2022 Do deep networks transfer invariances across classes? ICLR 2022 Does Audio Deepfake Detection Generalize? Interspeech 2022 Does GNN Pretraining Help Molecular Representation? NeurIPS 2022 Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge NAACL 2022 Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NeurIPS 2022 Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing EMNLP 2022 Domain Adversarial Self-Supervised Speech Representation Learning for Improving Unknown Domain Downstream Tasks Interspeech 2022 Domain-aware Intermediate Pretraining for Dementia Detection with Limited Data Interspeech 2022 Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis AACL 2022 Domain Confused Contrastive Learning for Unsupervised Domain Adaptation NAACL 2022 Do Trajectories Encode Verb Meaning? NAACL 2022 DRAFT: A Novel Framework to Reduce Domain Shifting in Self-supervised Learning and Its Application to Children’s ASR Interspeech 2022 DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations ICML 2022 Dressing in the Wild by Watching Dance Videos CVPR 2022 Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022 D-vlog: Multimodal Vlog Dataset for Depression Detection AAAI 2022 Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022 DynaMaR: Dynamic Prompt with Mask Token Representation EMNLP 2022 Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction IJCAI 2022