← Application Areas
Machine Learning › Application Areas ›

Transfer Learning

151 directly classified papers

Papers per year

Papers

Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023
Leveraging Synthetic Targets for Machine Translation ACL 2023
MathNAS: If Blocks Have a Role in Mathematical Architecture Design NIPS 2023
Deep Cascade Learning for Optimal Medical Image Feature Representation MLHC 2022
Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation AAAI 2022
Co-promotion Predictions of Financing Market and Sales Market: A Cooperative-Competitive Attention Approach AAAI 2022
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating AAAI 2022
On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022
Can Semantic Labels Assist Self-Supervised Visual Representation Learning? AAAI 2022
What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review NAACL 2022
Interpretable Low-Resource Legal Decision Making AAAI 2022
Syntactic and Semantic Uniformity for Semantic Parsing and Task-Oriented Dialogue Systems EMNLP 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation CVPR 2022
Coded Residual Transform for Generalizable Deep Metric Learning NIPS 2022
Matryoshka Representation Learning NIPS 2022
Parameter-Efficient Legal Domain Adaptation EMNLP 2022
Learning Geolocations for Cold-Start and Hard-to-Resolve Addresses via Deep Metric Learning EMNLP 2022
MediaSum: A Large-scale Media Interview Dataset for Dialogue Summarization NAACL 2021
Bootstrapping Large-Scale Fine-Grained Contextual Advertising Classifier from Wikipedia NAACL 2021
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction IJCNLP 2021
On Robustness and Transferability of Convolutional Neural Networks CVPR 2021
PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021
One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021
Robust Knowledge Transfer via Hybrid Forward on the Teacher-Student Model AAAI 2021
Knowledge-Guided Paraphrase Identification EMNLP 2021