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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024
MeMo: Meaningful, Modular Controllers via Noise Injection NIPS 2024
Domain Prompt Learning with Quaternion Networks CVPR 2024
Disentangling Domain and General Representations for Time Series Classification IJCAI 2024
SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Tasks EACL 2024
Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts EMNLP 2024
TransFusion: Covariate-Shift Robust Transfer Learning for High-Dimensional Regression AISTATS 2024
Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024
Fast Forwarding Low-Rank Training EMNLP 2024
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning COLING 2024
Knowledge Composition using Task Vectors with Learned Anisotropic Scaling NIPS 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024
Learning from Synthetic Human Group Activities CVPR 2024
ProTeGe: Untrimmed Pretraining for Video Temporal Grounding by Video Temporal Grounding CVPR 2023
Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023
In Search for a Generalizable Method for Source Free Domain Adaptation ICML 2023
Transfer Knowledge From Head to Tail: Uncertainty Calibration Under Long-Tailed Distribution CVPR 2023
Open-Set Representation Learning Through Combinatorial Embedding CVPR 2023
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023
A Data-Based Perspective on Transfer Learning CVPR 2023
Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation EMNLP 2023
Prompt2Model: Generating Deployable Models from Natural Language Instructions EMNLP 2023
Leveraging Proxy of Training Data for Test-Time Adaptation ICML 2023
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning EMNLP 2023