Self-Supervised Learning

BTS: Back TranScription for Speech-to-Text Post-Processor using Text-to-Speech-to-Text ACL 2021 Building Adaptive Acceptability Classifiers for Neural NLG EMNLP 2021 Can contrastive learning avoid shortcut solutions? NeurIPS 2021 Canonical Capsules: Self-Supervised Capsules in Canonical Pose NeurIPS 2021 CanonPose: Self-Supervised Monocular 3D Human Pose Estimation in the Wild CVPR 2021 Can Scale-Consistent Monocular Depth Be Learned in a Self-Supervised Scale-Invariant Manner? ICCV 2021 Capturing document context inside sentence-level neural machine translation models with self-training EMNLP 2021 Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization EMNLP 2021 CASTing Your Model: Learning To Localize Improves Self-Supervised Representations CVPR 2021 CDLM: Cross-Document Language Modeling EMNLP 2021 Chinese Character Image Clustering and Classification Based on Object Embedding Model (Student Abstract) AAAI 2021 CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021 Co2L: Contrastive Continual Learning ICCV 2021 CoCon: A Self-Supervised Approach for Controlled Text Generation ICLR 2021 CoCoNets: Continuous Contrastive 3D Scene Representations CVPR 2021 Collaborative Unsupervised Visual Representation Learning From Decentralized Data ICCV 2021 Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection AAAI 2021 Compressed Video Contrastive Learning NeurIPS 2021 Compressive Visual Representations NeurIPS 2021 Conditional Generation of Temporally-ordered Event Sequences ACL 2021 Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021 Conjugate Energy-Based Models ICML 2021 Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021 Continual General Chunking Problem and SyncMap AAAI 2021 Continuous Learning in Neural Machine Translation using Bilingual Dictionaries EACL 2021