ECCV 2024 Redux concluded Day 1 with various presentations on novel view synthesis, robust calibration of large vision-language adapters, and knowledge-guided generative models for understanding species evolution. The event also announced the schedule for Meetups in different locations around the world. Key highlights from the talks include fast and photorealistic novel view synthesis techniques capable of handling extremely sparse input views, a solution to mitigate miscalibration in popular CLIP adaptation approaches, and using generative models to visualize evolutionary changes directly from images without relying on trait labels. The next two days will feature more presentations on various topics related to computer vision research.