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transfer learning

5442 papers

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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

On the Generalization of Handwritten Text Recognition Models CVPR 2025
BERTastic at SemEval-2025 Task 10: State-of-the-Art Accuracy in Coarse-Grained Entity Framing for Hindi News ACL 2025
Vid-Group: Temporal Video Grounding Pretraining from Unlabeled Videos in the Wild ICCV 2025
Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning CVPR 2025
TAMT: Temporal-Aware Model Tuning for Cross-Domain Few-Shot Action Recognition CVPR 2025
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models NAACL 2025
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter CVPR 2025
Towards Generalizable Scene Change Detection CVPR 2025
SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models CVPR 2025
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
Spatio-Temporal Context Prompting for Zero-Shot Action Detection WACV 2025
Fair Domain Generalization with Heterogeneous Sensitive Attributes Across Domains WACV 2025
A Reality Check on Pre-training for Exemplar-free Class-Incremental Learning WACV 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
Learning to Count from Pseudo-Labeled Segmentation WACV 2025
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces WACV 2025
PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplanar MRI Slices WACV 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets WACV 2025
Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation WACV 2025
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers WACV 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
Leveraging Open-Source Large Language Models for Native Language Identification COLING 2025
The contribution of LLMs to relation extraction in the economic field COLING 2025
Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning WACV 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025