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Transfer Learning

2362 directly classified papers

Papers per year

Papers

AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021
Partial transfusion: on the expressive influence of trainable batch norm parameters for transfer learning MIDL 2021
Investigating Numeracy Learning Ability of a Text-to-Text Transfer Model EMNLP 2021
Monolingual and Cross-Lingual Acceptability Judgments with the Italian CoLA corpus EMNLP 2021
Investigating Pretrained Language Models for Graph-to-Text Generation EMNLP 2021
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation EMNLP 2021
Visual Cues and Error Correction for Translation Robustness EMNLP 2021
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020
Learning to Structure an Image With Few Colors CVPR 2020
Regularizing CNN Transfer Learning With Randomised Regression CVPR 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation CVPR 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020
MTL-NAS: Task-Agnostic Neural Architecture Search Towards General-Purpose Multi-Task Learning CVPR 2020
Transliteration for Cross-Lingual Morphological Inflection ACL 2020
Exploring Bottom-Up and Top-Down Cues With Attentive Learning for Webly Supervised Object Detection CVPR 2020
Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning ACL 2020
Efficient Deployment of Conversational Natural Language Interfaces over Databases ACL 2020
The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education ACL 2020
POSTECH Submission on Duolingo Shared Task ACL 2020
Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020
Deep Degradation Prior for Low-Quality Image Classification CVPR 2020
Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals CVPR 2020
End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020 ACL 2020
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020
MineGAN: Effective Knowledge Transfer From GANs to Target Domains With Few Images CVPR 2020