Self-Supervised Learning

Detecting Polarized Topics Using Partisanship-aware Contextualized Topic Embeddings EMNLP 2021 DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization EMNLP 2021 DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances AAAI 2021 DiffImpact: Differentiable Rendering and Identification of Impact Sounds CoRL 2021 DIG: A Turnkey Library for Diving into Graph Deep Learning Research JMLR 2021 Direct Measure Matching for Crowd Counting IJCAI 2021 Discourse-Level Event Temporal Ordering with Uncertainty-Guided Graph Completion IJCAI 2021 Discourse Understanding and Factual Consistency in Abstractive Summarization EACL 2021 Discovering 3D Parts From Image Collections ICCV 2021 Discovering and Achieving Goals via World Models NeurIPS 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks NeurIPS 2021 Discovering Non-monotonic Autoregressive Orderings with Variational Inference ICLR 2021 Discovering Relationships Between Object Categories via Universal Canonical Maps CVPR 2021 Discriminative Self-Training for Punctuation Prediction Interspeech 2021 Disentangled Contrastive Learning on Graphs NeurIPS 2021 Disentangled Cycle Consistency for Highly-Realistic Virtual Try-On CVPR 2021 Disentangled Motif-aware Graph Learning for Phrase Grounding AAAI 2021 Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021 Disentangling Representations of Text by Masking Transformers EMNLP 2021 Disfluency Detection with Unlabeled Data and Small BERT Models Interspeech 2021 Distantly-Supervised Dense Retrieval Enables Open-Domain Question Answering without Evidence Annotation EMNLP 2021 Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training EMNLP 2021 Distilling Localization for Self-Supervised Representation Learning AAAI 2021 Distilling Word Meaning in Context from Pre-trained Language Models EMNLP 2021