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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data ACL 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN EMNLP 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification CVPR 2021
Generalized Domain Adaptation CVPR 2021
Pre-training Methods for Neural Machine Translation ACL 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
On Inductive Biases for Heterogeneous Treatment Effect Estimation NIPS 2021
CommitBERT: Commit Message Generation Using Pre-Trained Programming Language Model ACL 2021
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions ACL 2021
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training ACL 2021
WVOQ at SemEval-2021 Task 6: BART for Span Detection and Classification ACL 2021
Learning to Solve NLP Tasks in an Incremental Number of Languages ACL 2021
Improving Compositional Generalization in Classification Tasks via Structure Annotations ACL 2021
Revisiting Pretraining with Adapters ACL 2021
A Light-Weight Contextual Spelling Correction Model for Customizing Transducer-Based Speech Recognition Systems INTERSPEECH 2021
Specializing Multilingual Language Models: An Empirical Study EMNLP 2021
Improving RNN-T ASR Accuracy Using Context Audio INTERSPEECH 2021
Cross-Lingual Speaker Adaptation Using Domain Adaptation and Speaker Consistency Loss for Text-To-Speech Synthesis INTERSPEECH 2021
Re-Labeling ImageNet: From Single to Multi-Labels, From Global to Localized Labels CVPR 2021
LQF: Linear Quadratic Fine-Tuning CVPR 2021
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation CVPR 2021
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators NIPS 2021
Self-Supervised End-to-End ASR for Low Resource L2 Swedish INTERSPEECH 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021