Subtitle Milan, Italy, September 29–October 4, 2024, Proceedings, Part IX. – Lightweight Deep Learning Model for Defective Pixel Detection and Recovery from the Image Sensors. – IPAdapter-Instruct: Resolving Ambiguity in Image-based Conditioning using Instruct Prompts.