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Domain Adaptation

8656 directly classified papers

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Papers

Learning Transition Patterns by Large Language Models for Sequential Recommendation COLING 2025
To Label or Not to Label: Hybrid Active Learning for Neural Machine Translation COLING 2025
Task-driven Image Fusion with Learnable Fusion Loss CVPR 2025
Federated Recommendation with Explicitly Encoding Item Bias AAAI 2025
Automatic Multiple-Choice Question Generation and Evaluation Systems Based on LLM: A Study Case With University Resolutions COLING 2025
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems ICCV 2025
Overcoming Heterogeneous Data in Federated Medical Vision-Language Pre-training: A Triple-Embedding Model Selector Approach AAAI 2025
Multimodal Fusion Using Multi-View Domains for Data Heterogeneity in Federated Learning AAAI 2025
From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025
Core Knowledge Learning Framework for Graph AAAI 2025
Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation AAAI 2025
Segment Any-Quality Images with Generative Latent Space Enhancement CVPR 2025
DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations COLING 2025
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading AAAI 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation AAAI 2025
Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025
Multifaceted User Modeling in Recommendation: A Federated Foundation Models Approach AAAI 2025
DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning AAAI 2025
Navigating Image Restoration with VAR's Distribution Alignment Prior CVPR 2025
A Similarity Paradigm Through Textual Regularization Without Forgetting AAAI 2025
SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025
Smoothness Really Matters: A Simple Yet Effective Approach for Unsupervised Graph Domain Adaptation AAAI 2025
Intent Contrastive Learning Based on Multi-view Augmentation for Sequential Recommendation COLING 2025