Self-Supervised Learning

Task-Customized Self-Supervised Pre-training with Scalable Dynamic Routing AAAI 2022 Task-Induced Representation Learning ICLR 2022 Task-Level Self-Supervision for Cross-Domain Few-Shot Learning AAAI 2022 TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion IJCAI 2022 TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SemEval 2022 TeleMelody: Lyric-to-Melody Generation with a Template-Based Two-Stage Method EMNLP 2022 Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations CVPR 2022 Temporal Knowledge Graph Completion Using Box Embeddings AAAI 2022 Temporally-Consistent Survival Analysis NeurIPS 2022 Temporally Stable Video Segmentation Without Video Annotations WACV 2022 Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022 Test-Time Training with Masked Autoencoders NeurIPS 2022 TextBox 2.0: A Text Generation Library with Pre-trained Language Models EMNLP 2022 Text-Driven Separation of Arbitrary Sounds Interspeech 2022 Text Editing as Imitation Game EMNLP 2022 Textless Speech-to-Speech Translation on Real Data NAACL 2022 Text Revision by On-the-Fly Representation Optimization ACL 2022 Text Style Transfer via Optimal Transport NAACL 2022 Textual Enhanced Contrastive Learning for Solving Math Word Problems EMNLP 2022 The Importance of Future Information in Credit Card Fraud Detection AISTATS 2022 The Information Geometry of Unsupervised Reinforcement Learning ICLR 2022 The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NeurIPS 2022 The optimal noise in noise-contrastive learning is not what you think UAI 2022 The predictability of literary translation AACL 2022 The Surprising Effectiveness of Representation Learning for Visual Imitation RSS 2022