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Domain Adaptation

8656 directly classified papers

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Papers

Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025
From Coarse to Fine: A Matching and Alignment Framework for Unsupervised Cross-View Geo-Localization AAAI 2025
FR²Seg: Continual Segmentation Across Multiple Sites via Fourier Style Replay and Adaptive Consistency Regularization AAAI 2025
MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading AAAI 2025
DocHPLT: A Massively Multilingual Document-Level Translation Dataset EMNLP 2025
Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025
Terminology-Constrained Translation from Monolingual Data Using GRPO EMNLP 2025
Cross-lingual Human-Preference Alignment for Neural Machine Translation with Direct Quality Optimization EMNLP 2025
CUNI at WMT25 General Translation Task EMNLP 2025
Document-level Simplification and Illustration Generation Multimodal Coherence EMNLP 2025
Using Encipherment to Isolate Conditions for the Successful Fine-tuning of Massively Multilingual Translation Models EMNLP 2025
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages EMNLP 2025
CoA: Towards Real Image Dehazing via Compression-and-Adaptation CVPR 2025
ABC-Former: Auxiliary Bimodal Cross-domain Transformer with Interactive Channel Attention for White Balance CVPR 2025
EarthDial: Turning Multi-sensory Earth Observations to Interactive Dialogues CVPR 2025
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
Reducing Divergence in Batch Normalization for Domain Adaptation AAAI 2025
RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025
Error Recognition in Procedural Videos using Generalized Task Graph ICCV 2025
FA: Forced Prompt Learning of Vision-Language Models for Out-of-Distribution Detection ICCV 2025
Dynamic Target Distribution Estimation for Source-Free Open-Set Domain Adaptation AAAI 2025
Low-Light Image Enhancement via Generative Perceptual Priors AAAI 2025
Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering NAACL 2025
Visual Modality Prompt for Adapting Vision-Language Object Detectors ICCV 2025