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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning NIPS 2021
Hardness Sampling for Self-Training Based Transductive Zero-Shot Learning CVPR 2021
Adaptive Risk Minimization: Learning to Adapt to Domain Shift NIPS 2021
Near Lossless Transfer Learning for Spiking Neural Networks AAAI 2021
A General Class of Transfer Learning Regression without Implementation Cost AAAI 2021
Cycle Self-Training for Domain Adaptation NIPS 2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021
Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021
DARCNN: Domain Adaptive Region-Based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images CVPR 2021
Steering a Historical Disease Forecasting Model Under a Pandemic: Case of Flu and COVID-19 AAAI 2021
Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021
Learning to Pre-train Graph Neural Networks AAAI 2021
Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer AAAI 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
UniT: Unified Knowledge Transfer for Any-Shot Object Detection and Segmentation CVPR 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021
OTCE: A Transferability Metric for Cross-Domain Cross-Task Representations CVPR 2021
Domain Adaptation With Auxiliary Target Domain-Oriented Classifier CVPR 2021
Unsupervised Multi-Source Domain Adaptation Without Access to Source Data CVPR 2021
Open-Vocabulary Object Detection Using Captions CVPR 2021
Unsupervised Domain Adaptation in Cross-corpora Abusive Language Detection NAACL 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation NAACL 2021
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks AISTATS 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding NAACL 2021