Domain Adaptation

SURVEYFORGE : On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing ACL 2025 SurveyPilot: an Agentic Framework for Automated Human Opinion Collection from Social Media ACL 2025 SVasP: Self-Versatility Adversarial Style Perturbation for Cross-Domain Few-Shot Learning AAAI 2025 SVFR: A Unified Framework for Generalized Video Face Restoration CVPR 2025 SWE-Lancer: Can Frontier LLMs Earn $1 Million from Real-World Freelance Software Engineering? ICML 2025 SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025 Synchronizing Task Behavior: Aligning Multiple Tasks during Test-Time Training ICCV 2025 SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification AACL 2025 SyncViolinist: Music-Oriented Violin Motion Generation Based on Bowing and Fingering WACV 2025 SyncVP: Joint Diffusion for Synchronous Multi-Modal Video Prediction CVPR 2025 SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation ICML 2025 SynthesizeMe! Inducing Persona-Guided Prompts for Personalized Reward Models in LLMs ACL 2025 Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications ACL 2025 Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection ICCV 2025 Synthetic Lyrics Detection Across Languages and Genres NAACL 2025 Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors CVPR 2025 TabFSBench: Tabular Benchmark for Feature Shifts in Open Environments ICML 2025 TabPFN Unleashed: A Scalable and Effective Solution to Tabular Classification Problems ICML 2025 Tackling Dimensional Collapse toward Comprehensive Universal Domain Adaptation ICML 2025 Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025 Targeted Unlearning with Single Layer Unlearning Gradient ICML 2025 Target Semantics Clustering via Text Representations for Robust Universal Domain Adaptation AAAI 2025 TAROT: Targeted Data Selection via Optimal Transport ICML 2025 TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification CVPR 2025 Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling ICLR 2025