Domain Adaptation

SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation WACV 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 SAM-Mamba: Mamba Guided SAM Architecture for Generalized Zero-Shot Polyp Segmentation WACV 2025 Sample-Optimal Agnostic Boosting with Unlabeled Data ICML 2025 Sampling-based System Identification with Active Exploration for Legged Sim2Real Learning CoRL 2025 Sanity Checking Causal Representation Learning on a Simple Real-World System ICML 2025 Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution CVPR 2025 Scaling and Taming Adversarial Training with Synthetic Data ICCV 2025 Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection ICML 2025 Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream ICML 2025 Scaling Species Diversity Analysis in Carbon Credit Projects with Large-Context LLMs ACL 2025 Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data ICCV 2025 Schema Generation for Large Knowledge Graphs Using Large Language Models EMNLP 2025 ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction AAAI 2025 SciClaims: An End-to-End Generative System for Biomedical Claim Analysis EMNLP 2025 SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding ICLR 2025 Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing ACL 2025 SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP EMNLP 2025 SciVQA 2025: Overview of the First Scientific Visual Question Answering Shared Task ACL 2025 SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation ICLR 2025 SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025 Search-TTA: A Multi-Modal Test-Time Adaptation Framework for Visual Search in the Wild CoRL 2025 Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis CVPR 2025 SECRET: Semi-supervised Clinical Trial Document Similarity Search ACL 2025 SeedLoRA: A Fusion Approach to Efficient LLM Fine-Tuning ICML 2025