transfer learning

Tensor Programs IV: Feature Learning in Infinite-Width Neural Networks ICML 2021 TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer ICML 2021 The Fujitsu DMATH Submissions for WMT21 News Translation and Biomedical Translation Tasks EMNLP 2021 The Global Banking Standards QA Dataset (GBS-QA) EMNLP 2021 The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates Interspeech 2021 The LMU Munich Systems for the WMT21 Unsupervised and Very Low-Resource Translation Task EMNLP 2021 The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021 The Lottery Tickets Hypothesis for Supervised and Self-Supervised Pre-Training in Computer Vision Models CVPR 2021 The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation EMNLP 2021 The Role of Global Labels in Few-Shot Classification and How to Infer Them NeurIPS 2021 The Sample Complexity of Meta Sparse Regression AISTATS 2021 The Surprising Impact of Mask-Head Architecture on Novel Class Segmentation ICCV 2021 The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings ICLR 2021 Time Series Domain Adaptation via Sparse Associative Structure Alignment AAAI 2021 To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning EMNLP 2021 Towards Enabling Learnware to Handle Unseen Jobs AAAI 2021 Towards Enabling Meta-Learning from Target Models NeurIPS 2021 Towards Few-shot Fact-Checking via Perplexity NAACL 2021 Towards Label-Agnostic Emotion Embeddings EMNLP 2021 Towards Learning Spatially Discriminative Feature Representations ICCV 2021 Towards Low-Resource Real-Time Assessment of Empathy in Counselling NAACL 2021 Towards Novel Target Discovery Through Open-Set Domain Adaptation ICCV 2021 Towards Offensive Language Identification for Dravidian Languages EACL 2021 Towards Reusable Network Components by Learning Compatible Representations AAAI 2021 Towards Semantics-Enhanced Pre-Training: Can Lexicon Definitions Help Learning Sentence Meanings? AAAI 2021