Domain Adaptation

Towards Homogeneous Lexical Tone Decoding from Heterogeneous Intracranial Recordings ICLR 2025 Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale EMNLP 2025 Towards Precise Prediction Uncertainty in GNNs: Refining GNNs with Topology-grouping Strategy AAAI 2025 Towards RAW Object Detection in Diverse Conditions CVPR 2025 Towards Reliable and Practical Phishing Detection NAACL 2025 Towards Robust Multimodal Open-set Test-time Adaptation via Adaptive Entropy-aware Optimization ICLR 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Towards S²-Challenges Underlying LLM-Based Augmentation for Personalized News Recommendation AAAI 2025 Towards Scalable Newborn Screening: Automated General Movement Assessment in Uncontrolled Settings MLHC 2025 Towards Scalable Spatial Intelligence via 2D-to-3D Data Lifting ICCV 2025 Towards Secure and Usable 3D Assets: A Novel Framework for Automatic Visible Watermarking WACV 2025 Towards Ship License Plate Recognition in the Wild: A Large Benchmark and Strong Baseline AAAI 2025 Towards Style Alignment in Cross-Cultural Translation ACL 2025 Towards the Efficient Inference by Incorporating Automated Computational Phenotypes under Covariate Shift ICML 2025 Towards Trustworthy Machine Learning Under Distribution Shifts AAAI 2025 Towards Unbiased Information Extraction and Adaptation in Cross-Domain Recommendation AAAI 2025 Towards Unbiased Learning in Semi-Supervised Semantic Segmentation ICLR 2025 Towards Understanding Gradient Dynamics of the Sliced-Wasserstein Distance via Critical Point Analysis ICML 2025 TraceGrad: a Framework Learning Expressive SO(3)-equivariant Non-linear Representations for Electronic-Structure Hamiltonian Prediction ICML 2025 tRAG: Term-level Retrieval-Augmented Generation for Domain-Adaptive Retrieval NAACL 2025 Training-and-Prompt-Free General Painterly Harmonization via Zero-Shot Disentenglement on Style and Content References AAAI 2025 Training Data Provenance Verification: Did Your Model Use Synthetic Data from My Generative Model for Training? CVPR 2025 Training Flexible Models of Genetic Variant Effects from Functional Annotations using Accelerated Linear Algebra ICML 2025 Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain COLING 2025 Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation EMNLP 2025