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transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

TIES-Merging: Resolving Interference When Merging Models NIPS 2023
Foundation Model is Efficient Multimodal Multitask Model Selector NIPS 2023
Cascaded Multi-task Adaptive Learning Based on Neural Architecture Search INTERSPEECH 2023
Your representations are in the network: composable and parallel adaptation for large scale models NIPS 2023
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings NIPS 2023
FD-Align: Feature Discrimination Alignment for Fine-tuning Pre-Trained Models in Few-Shot Learning NIPS 2023
Developing Speech Processing Pipelines for Police Accountability INTERSPEECH 2023
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods INTERSPEECH 2023
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NIPS 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
Language Semantic Graph Guided Data-Efficient Learning NIPS 2023
Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis NIPS 2023
BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting NIPS 2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NIPS 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation NIPS 2023
Textually Pretrained Speech Language Models NIPS 2023
Learning and processing the ordinal information of temporal sequences in recurrent neural circuits NIPS 2023
Active Learning-Based Species Range Estimation NIPS 2023
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NIPS 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs NIPS 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data NIPS 2023
Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization ICLR 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
LOVM: Language-Only Vision Model Selection NIPS 2023