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transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

YANMTT: Yet Another Neural Machine Translation Toolkit ACL 2023
Variational Monte Carlo on a Budget — Fine-tuning pre-trained Neural Wavefunctions NIPS 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation EMNLP 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering AAAI 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
Lifelong Embedding Learning and Transfer for Growing Knowledge Graphs AAAI 2023
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