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Transfer Learning

3884 directly classified papers

Papers per year

Papers

Scaling Tumor Segmentation: Best Lessons from Real and Synthetic Data ICCV 2025
MobileViCLIP: An Efficient Video-Text Model for Mobile Devices ICCV 2025
LoRA-FAIR: Federated LoRA Fine-Tuning with Aggregation and Initialization Refinement ICCV 2025
CNS-Bench: Benchmarking Image Classifier Robustness Under Continuous Nuisance Shifts ICCV 2025
ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads ICCV 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025
Leveraging Context for Multimodal Fallacy Classification in Political Debates ACL 2025
Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025
Tue-JMS at SemEval-2025 Task 11: KReLax: An Ensemble-Based Approach for Multilingual Emotion Detection and Addressing Data Imbalance ACL 2025
Precise High-Dimensional Asymptotics for Quantifying Heterogeneous Transfers JMLR 2025
Hybrid Phenology Modeling for Predicting Temperature Effects on Tree Dormancy AAAI 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025
D2ST-Adapter: Disentangled-and-Deformable Spatio-Temporal Adapter for Few-shot Action Recognition ICCV 2025
Learning Language Structures Through Grounding AAAI 2025
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud COLING 2025
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract) AAAI 2025
Sandhi Splitting in Tamil and Telugu: A Sequence-to-Sequence Approach Leveraging Transformer Models COLING 2025
Bridge the GAP: Multi-lingual Models For Ambiguous Pronominal Coreference Resolution in South Asian Languages COLING 2025
Efficient Fine-Tuning of Large Models via Nested Low-Rank Adaptation ICCV 2025
Less Static, More Private: Towards Transferable Privacy-Preserving Action Recognition by Generative Decoupled Learning ICCV 2025
Model-based Large Language Model Customization as Service EMNLP 2025
Spatial Alignment and Temporal Matching Adapter for Video-Radar Remote Physiological Measurement ICCV 2025
Sample-Efficient Behavior Cloning Using General Domain Knowledge IJCAI 2025