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Transfer Learning

8078 directly classified papers

Papers per year

Papers

LRM-LLaVA: Overcoming the Modality Gap of Multilingual Large Language-Vision Model for Low-Resource Languages AAAI 2025
Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter AAAI 2025
Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025
Geolocation Representation from Large Language Models Are Generic Enhancers for Spatio-Temporal Learning AAAI 2025
Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval AAAI 2025
Battling the Non-stationarity in Time Series Forecasting via Test-time Adaptation AAAI 2025
AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks AAAI 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models ACL 2025
Learning Causal Transition Matrix for Instance-dependent Label Noise AAAI 2025
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025
Learning Cross-Domain Representations for Transferable Drug Perturbations on Single-Cell Transcriptional Responses AAAI 2025
TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
Findings of the IWSLT 2025 Evaluation Campaign ACL 2025
OpenVIS: Open-vocabulary Video Instance Segmentation AAAI 2025
Comparing Methods for Multi-Label Classification of Manipulation Techniques in Ukrainian Telegram Content ACL 2025
HiGDA: Hierarchical Graph of Nodes to Learn Local-to-Global Topology for Semi-Supervised Domain Adaptation AAAI 2025
Few-Shot Domain Adaptation for Learned Image Compression AAAI 2025
As Pseudo-Label Free as Possible: Leveraging Adaptive Feature Generation for Sparsely Annotated Object Detection AAAI 2025
MSV-PCT: Multi-Sparse-View Enhanced Transformer Framework for Salient Object Detection in Point Clouds AAAI 2025
All-in-One: Transferring Vision Foundation Models into Stereo Matching AAAI 2025
Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025
Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer AAAI 2025