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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

Fast Adaptation with Linearized Neural Networks AISTATS 2021
Convolutional Neural Networks Are Not Invariant to Translation, but They Can Learn to Be JMLR 2021
Domain Generalization by Marginal Transfer Learning JMLR 2021
Analyzing Deep Neural Network's Transferability via Frechet Distance WACV 2021
Effectiveness of Arbitrary Transfer Sets for Data-Free Knowledge Distillation WACV 2021
Pretraining Boosts Out-of-Domain Robustness for Pose Estimation WACV 2021
Unsupervised Meta-Domain Adaptation for Fashion Retrieval WACV 2021
Cross-Domain Latent Modulation for Variational Transfer Learning WACV 2021
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation WACV 2021
Enhancing Speech Intelligibility in Text-To-Speech Synthesis Using Speaking Style Conversion INTERSPEECH 2020
Accelerated Bayesian Optimisation through Weight-Prior Tuning AISTATS 2020
Transfer Learning Approaches for Streaming End-to-End Speech Recognition System INTERSPEECH 2020
SpecMark: A Spectral Watermarking Framework for IP Protection of Speech Recognition Systems INTERSPEECH 2020
Discriminative Transfer Learning for Optimizing ASR and Semantic Labeling in Task-Oriented Spoken Dialog INTERSPEECH 2020
When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020
Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources ICML 2020
Adaptive Adversarial Multi-task Representation Learning ICML 2020
A Free-Energy Principle for Representation Learning ICML 2020
Enhancing Simple Models by Exploiting What They Already Know ICML 2020
Two-sample Testing Using Deep Learning AISTATS 2020
Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task EMNLP 2020
Decentralized Reinforcement Learning: Global Decision-Making via Local Economic Transactions ICML 2020
CUNI Submission for the Inuktitut Language in WMT News 2020 EMNLP 2020
SciWING– A Software Toolkit for Scientific Document Processing EMNLP 2020
Chinese Grammatical Errors Diagnosis System Based on BERT at NLPTEA-2020 CGED Shared Task AACL 2020