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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Generalizable Sarcasm Detection is Just Around the Corner, of Course! NAACL 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024
Predicting positive transfer for improved low-resource speech recognition using acoustic pseudo-tokens EACL 2024
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages NAACL 2024
Novel Class Discovery for Representation of Real-World Heritage Data as Neural Radiance Fields (Student Abstract) AAAI 2024
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs ICML 2024
Learning De-Biased Representations for Remote-Sensing Imagery NIPS 2024
Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024
A Transfer Approach Using Graph Neural Networks in Deep Reinforcement Learning AAAI 2024
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction AAAI 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024
VMT-Adapter: Parameter-Efficient Transfer Learning for Multi-Task Dense Scene Understanding AAAI 2024
MmAP: Multi-Modal Alignment Prompt for Cross-Domain Multi-Task Learning AAAI 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024
Transformer as Linear Expansion of Learngene AAAI 2024
A Separation and Alignment Framework for Black-Box Domain Adaptation AAAI 2024
Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024
Disentangling Domain and General Representations for Time Series Classification IJCAI 2024
Distilling Reliable Knowledge for Instance-Dependent Partial Label Learning AAAI 2024
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning AAAI 2024
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization CVPR 2024
Invariant Random Forest: Tree-Based Model Solution for OOD Generalization AAAI 2024
Long-Tailed Partial Label Learning by Head Classifier and Tail Classifier Cooperation AAAI 2024
FedLPS: Heterogeneous Federated Learning for Multiple Tasks with Local Parameter Sharing AAAI 2024
Measuring Task Similarity and Its Implication in Fine-Tuning Graph Neural Networks AAAI 2024