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

Plug-and-Play Unsupervised Fault Detection and Diagnosis for Complex Industrial Monitoring IJCAI 2024

AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation NIPS 2024

ProG: A Graph Prompt Learning Benchmark NIPS 2024

On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024

ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024

Awajun-OP: Multi-domain dataset for Spanish–Awajun Machine Translation NAACL 2024

T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024

CommonCanvas: Open Diffusion Models Trained on Creative-Commons Images CVPR 2024

Adapters Strike Back CVPR 2024

Detecting Hate Speech in Turkish Print Media: A Corpus and A Hybrid Approach with Target-oriented Linguistic Knowledge EACL 2024

Sequential Compositional Generalization in Multimodal Models NAACL 2024

BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024

Cycle Self-Refinement for Multi-Source Domain Adaptation AAAI 2024

Rethinking Imbalance in Image Super-Resolution for Efficient Inference NIPS 2024

Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization NIPS 2024

EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 2024

MoP-CLIP: A Mixture of Prompt-Tuned CLIP Models for Domain Incremental Learning WACV 2024

PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024

Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract) AAAI 2024

Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024

Poseidon: Efficient Foundation Models for PDEs NIPS 2024

Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text NAACL 2024

Universal Semi-Supervised Model Adaptation via Collaborative Consistency Training WACV 2024

Scaling Laws of Synthetic Images for Model Training ... for Now CVPR 2024

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ACL 2024