2 papers
cs.CV2025
DiffSeg30k: A Multi-Turn Diffusion Editing Benchmark for Localized AIGC Detection
Hai Ci, Ziheng Peng, Pei Yang +2
Diffusion-based editing enables realistic modification of local image regions, making AI-generated content harder to detect. Existing AIGC detection benchmarks focus on classifying…
cs.CL2024
Linear Chain Transformation: Expanding Optimization Dynamics for Fine-Tuning Large Language Models
Yulong Wang, Chang Zuo, Yin Xuan +2
Fine-tuning large language models (LLMs) has become essential for adapting pretrained models to specific downstream tasks. In this paper, we propose Linear Chain Transformation (Li…