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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Retrofitting Contextualized Word Embeddings with Paraphrases EMNLP 2019
Knowledge Adaptation for Efficient Semantic Segmentation CVPR 2019
Progressive Feature Alignment for Unsupervised Domain Adaptation CVPR 2019
TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning CVPR 2019
Do Better ImageNet Models Transfer Better? CVPR 2019
Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion AAAI 2019
Separate to Adapt: Open Set Domain Adaptation via Progressive Separation CVPR 2019
Learning to Transfer Examples for Partial Domain Adaptation CVPR 2019
Transfer Learning Between Related Tasks Using Expected Label Proportions EMNLP 2019
Extracting Possessions from Social Media: Images Complement Language EMNLP 2019
Multi-label Categorization of Accounts of Sexism using a Neural Framework EMNLP 2019
Multi-Granularity Representations of Dialog EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019
Biomedical Relation Classification by single and multiple source domain adaptation EMNLP 2019
Enhancing BERT for Lexical Normalization EMNLP 2019
Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge EMNLP 2019
Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks EMNLP 2019
NetTailor: Tuning the Architecture, Not Just the Weights CVPR 2019
Semi-Supervised Transfer Learning for Image Rain Removal CVPR 2019
Weakly Supervised Open-Set Domain Adaptation by Dual-Domain Collaboration CVPR 2019
Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy CVPR 2019
Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019
Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019
On The Power of Curriculum Learning in Training Deep Networks ICML 2019
Learning What and Where to Transfer ICML 2019