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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Explore Spurious Correlations at the Concept Level in Language Models for Text Classification ACL 2024
Large Pre-trained time series models for cross-domain Time series analysis tasks NIPS 2024
Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning ACL 2024
LoRA-GA: Low-Rank Adaptation with Gradient Approximation NIPS 2024
Empowering cross-lingual abilities of instruction-tuned large language models by translation-following demonstrations ACL 2024
Efficiency for Free: Ideal Data Are Transportable Representations NIPS 2024
Machine Translation Through Cultural Texts: Can Verses and Prose Help Low-Resource Indigenous Models? ACL 2024
KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection ICCV 2023
Distilling Efficient Language-Specific Models for Cross-Lingual Transfer ACL 2023
Domain Transfer for Empathy, Distress, and Personality Prediction ACL 2023
The Effectiveness of MAE Pre-Pretraining for Billion-Scale Pretraining ICCV 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023
Source-free Domain Adaptive Human Pose Estimation ICCV 2023
Authorship Attribution of Late 19th Century Novels using GAN-BERT ACL 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023
Optimal Parameter-Transfer Learning by Semiparametric Model Averaging JMLR 2023
Script, Language, and Labels: Overcoming Three Discrepancies for Low-Resource Language Specialization AAAI 2023
AIO-P: Expanding Neural Performance Predictors beyond Image Classification AAAI 2023
PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023
MUVA: A New Large-Scale Benchmark for Multi-View Amodal Instance Segmentation in the Shopping Scenario ICCV 2023
Adversarial Training for Low-Resource Disfluency Correction ACL 2023
Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ACL 2023
Win-Win: A Privacy-Preserving Federated Framework for Dual-Target Cross-Domain Recommendation AAAI 2023
ImageNet Pre-training Also Transfers Non-robustness AAAI 2023