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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

Language Guided Concept Bottleneck Models for Interpretable Continual Learning CVPR 2025
VerbaNexAI at SemEval-2025 Task 11 Track A: A RoBERTa-Based Approach for the Classification of Emotions in Text SEMEVAL 2025
Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning AAAI 2025
Protecting Model Adaptation from Trojans in the Unlabeled Data AAAI 2025
Transferring Foundation Models for Generalizable Robotic Manipulation WACV 2025
Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation AAAI 2025
Personalized Sleep Staging Leveraging Source-free Unsupervised Domain Adaptation AAAI 2025
Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025
Logits DeConfusion with CLIP for Few-Shot Learning CVPR 2025
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment COLING 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components AAAI 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025
Feature Space Perturbation: A Panacea to Enhanced Transferability Estimation WACV 2025
Zuifeng at SemEval-2025 Task 9: Multitask Learning with Fine-Tuned RoBERTa for Food Hazard Detection SEMEVAL 2025
LIA and ELYADATA systems for the IWSLT 2025 low-resource speech translation shared task ACL 2025
OpenVIS: Open-vocabulary Video Instance Segmentation AAAI 2025
IntelliChain Stars at the Regulations Challenge Task: A Large Language Model for Financial Regulation COLING 2025
CM3T: Framework for Efficient Multimodal Learning for Inhomogeneous Interaction Datasets WACV 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025
Ego-VPA: Egocentric Video Understanding with Parameter-Efficient Adaptation WACV 2025
Deep Metric Learning for Unsupervised Remote Sensing Change Detection WACV 2025
Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation AAAI 2025
Ability Transfer Through Language Mixing IJCNLP 2025
Tartan IMU: A Light Foundation Model for Inertial Positioning in Robotics CVPR 2025