Self-Supervised Learning

Understanding the World Through Action CoRL 2021 UniDoc: Unified Pretraining Framework for Document Understanding NeurIPS 2021 Unification-based Reconstruction of Multi-hop Explanations for Science Questions EACL 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 UniSpeech: Unified Speech Representation Learning with Labeled and Unlabeled Data ICML 2021 Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021 Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning NeurIPS 2021 Unsupervised Conversation Disentanglement through Co-Training EMNLP 2021 Unsupervised Cross-Lingual Representation Learning for Speech Recognition Interspeech 2021 Unsupervised Deep Video Denoising ICCV 2021 Unsupervised Discovery of the Long-Tail in Instance Segmentation Using Hierarchical Self-Supervision CVPR 2021 Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021 Unsupervised Human Pose Estimation Through Transforming Shape Templates CVPR 2021 Unsupervised Multimodal Video-to-Video Translation via Self-Supervised Learning WACV 2021 Unsupervised Object Detection With LIDAR Clues CVPR 2021 Unsupervised Object-Level Representation Learning from Scene Images NeurIPS 2021 Unsupervised Opinion Summarization with Content Planning AAAI 2021 Unsupervised Paraphrasing with Pretrained Language Models EMNLP 2021 Unsupervised Part Discovery from Contrastive Reconstruction NeurIPS 2021 Unsupervised Part Segmentation Through Disentangling Appearance and Shape CVPR 2021 Unsupervised Path Representation Learning with Curriculum Negative Sampling IJCAI 2021 Unsupervised Pre-Training for Person Re-Identification CVPR 2021 Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction ACL 2021 Unsupervised Representation Learning for Time Series with Temporal Neighborhood Coding ICLR 2021 Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly NeurIPS 2021