4 papers · 1 filter
MFGDiffusion: Mask-Guided Smoke Synthesis for Enhanced Forest Fire Detection
Guanghao Wu, Yunqing Shang, Chen Xu +3
Smoke is the first visible indicator of a wildfire.With the advancement of deep learning, image-based smoke detection has become a crucial method for detecting and preventing fores…
Wildfire Smoke Detection System: Model Architecture, Training Mechanism, and Dataset
Chong Wang, Cheng Xu, Adeel Akram +3
Vanilla Transformers focus on semantic relevance between mid- to high-level features and are not good at extracting smoke features as they overlook subtle changes in low-level feat…
Efficient Test-Time Prompt Tuning for Vision-Language Models
Yuhan Zhu, Guozhen Zhang, Chen Xu +4
Vision-language models have showcased impressive zero-shot classification capabilities when equipped with suitable text prompts. Previous studies have shown the effectiveness of te…
Accelerating Image Generation with Sub-path Linear Approximation Model
Chen Xu, Tianhui Song, Weixin Feng +4
Diffusion models have significantly advanced the state of the art in image, audio, and video generation tasks. However, their applications in practical scenarios are hindered by sl…