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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

GistNet: A Geometric Structure Transfer Network for Long-Tailed Recognition ICCV 2021
CARTL: Cooperative Adversarially-Robust Transfer Learning ICML 2021
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer ICML 2021
Learning a Universal Template for Few-shot Dataset Generalization ICML 2021
A Discriminative Technique for Multiple-Source Adaptation ICML 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
LiRA: Learning Visual Speech Representations from Audio Through Self-Supervision INTERSPEECH 2021
Bootstrap an End-to-End ASR System by Multilingual Training, Transfer Learning, Text-to-Text Mapping and Synthetic Audio INTERSPEECH 2021
Comparing CTC and LFMMI for Out-of-Domain Adaptation of wav2vec 2.0 Acoustic Model INTERSPEECH 2021
An End-to-End Dialect Identification System with Transfer Learning from a Multilingual Automatic Speech Recognition Model INTERSPEECH 2021
Simulating Reading Mistakes for Child Speech Transformer-Based Phone Recognition INTERSPEECH 2021
Adversarial Training Reduces Information and Improves Transferability AAAI 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021
ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques AAAI 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
Lightweight Adapter Tuning for Multilingual Speech Translation ACL 2021
What to Pre-Train on? Efficient Intermediate Task Selection EMNLP 2021
Rethinking Why Intermediate-Task Fine-Tuning Works EMNLP 2021
Exploring Multitask Learning for Low-Resource Abstractive Summarization EMNLP 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation EMNLP 2021
Improving Unsupervised Commonsense Reasoning Using Knowledge-Enabled Natural Language Inference EMNLP 2021
Reference-based Weak Supervision for Answer Sentence Selection using Web Data EMNLP 2021