domain adaptation

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts COLING 2025 Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation CVPR 2025 SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation CVPR 2025 Semi-supervised Deep Transfer for Regression without Domain Alignment ICCV 2025 Sensor-Invariant Tactile Representation ICLR 2025 SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion ICCV 2025 Show and Segment: Universal Medical Image Segmentation via In-Context Learning CVPR 2025 Signs of Struggle: Spotting Cognitive Distortions across Language and Register IJCNLP 2025 Sim-and-Real Co-Training: A Simple Recipe for Vision-Based Robotic Manipulation RSS 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 Simulating Dual-Pixel Images From Ray Tracing For Depth Estimation ICCV 2025 SimVS: Simulating World Inconsistencies for Robust View Synthesis CVPR 2025 Sliced Wasserstein Bridge for Open-Vocabulary Video Instance Segmentation ICCV 2025 Smoothing the Shift: Towards Stable Test-Time Adaptation under Complex Multimodal Noises ICLR 2025 SNaRe: Domain-aware Data Generation for Low-Resource Event Detection EMNLP 2025 SOLAR: Serendipity Optimized Language Model Aligned for Recommendation EMNLP 2025 Specialized Foundation Models Struggle to Beat Supervised Baselines ICLR 2025 Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025 Stable-Sim2Real: Exploring Simulation of Real-Captured 3D Data with Two-Stage Depth Diffusion ICCV 2025 Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation AISTATS 2025 Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation CVPR 2025 Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos AAAI 2025 Stratified Domain Adaptation: A Progressive Self-Training Approach for Scene Text Recognition WACV 2025 Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models NAACL 2025 Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025