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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

Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation AAAI 2023
Language Semantic Graph Guided Data-Efficient Learning NIPS 2023
ImageNet Pre-training Also Transfers Non-robustness AAAI 2023
On Transfer of Adversarial Robustness from Pretraining to Downstream Tasks NIPS 2023
Textually Pretrained Speech Language Models NIPS 2023
To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning NIPS 2023
Toward Job Recommendation for All IJCAI 2023
Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification AAAI 2023
Mediated Uncoupled Learning and Validation with Bregman Divergences: Loss Family with Maximal Generality AISTATS 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation NIPS 2023
CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NIPS 2023
Your representations are in the network: composable and parallel adaptation for large scale models NIPS 2023
Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition AAAI 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data NIPS 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs 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
An Ensemble Approach for Automated Theorem Proving Based on Efficient Name Invariant Graph Neural Representations IJCAI 2023
Beyond Invariance: Test-Time Label-Shift Adaptation for Addressing "Spurious" Correlations NIPS 2023
LOVM: Language-Only Vision Model Selection NIPS 2023
Not All Tasks Are Born Equal: Understanding Zero-Shot Generalization ICLR 2023
XTab: Cross-table Pretraining for Tabular Transformers ICML 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023
On the Power of Foundation Models ICML 2023