transfer learning

Analyzing Deep Neural Network's Transferability via Frechet Distance WACV 2021 Anchor-based Bilingual Word Embeddings for Low-Resource Languages ACL 2021 An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games EACL 2021 An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model Interspeech 2021 An Entity-Aware Adversarial Domain Adaptation Network for Cross-Domain Named Entity Recognition (Student Abstract) AAAI 2021 A New Representation of Successor Features for Transfer across Dissimilar Environments ICML 2021 An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021 An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale ICLR 2021 An Information-Geometric Distance on the Space of Tasks ICML 2021 A Realistic Evaluation of Semi-Supervised Learning for Fine-Grained Classification CVPR 2021 Are BERTs Sensitive to Native Interference in L2 Production? EMNLP 2021 Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task EMNLP 2021 A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021 Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021 A Study into Pre-Training Strategies for Spoken Language Understanding on Dysarthric Speech Interspeech 2021 A Survey on Low-Resource Neural Machine Translation IJCAI 2021 A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios NAACL 2021 A Theoretical Analysis of Fine-tuning with Linear Teachers NeurIPS 2021 A Theory of Multiple-Source Adaptation with Limited Target Labeled Data AISTATS 2021 Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes AAAI 2021 Audiovisual Transfer Learning for Audio Tagging and Sound Event Detection Interspeech 2021 Augmenting Slot Values and Contexts for Spoken Language Understanding with Pretrained Models Interspeech 2021 AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021 AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021 AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks AAAI 2021