2 papers
cs.CV2026
Few-Shot LoRA Adaptation of a Flow-Matching Foundation Model for Cross-Spectral Object Detection
Maxim Clouser, Kia Khezeli, John Kalantari
Foundation models for vision are predominantly trained on RGB data, while many safety-critical applications rely on non-visible modalities such as infrared (IR) and synthetic apert…
cs.CV2025
Inference-Time Scaling of Diffusion Models for Infrared Data Generation
Kai A. Horstmann, Maxim Clouser, Kia Khezeli
Infrared imagery enables temperature-based scene understanding using passive sensors, particularly under conditions of low visibility where traditional RGB imaging fails. Yet, deve…