3 papers
cs.CV2025
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors
Jeongsoo Park, Andrew Owens
One of the key challenges of detecting AI-generated images is spotting images that have been created by previously unseen generative models. We argue that the limited diversity of…
cs.CV2025
Video-Guided Foley Sound Generation with Multimodal Controls
Ziyang Chen, Prem Seetharaman, Bryan Russell +4
Generating sound effects for videos often requires creating artistic sound effects that diverge significantly from real-life sources and flexible control in the sound design. To ad…
cs.CV2025
GPS as a Control Signal for Image Generation
Chao Feng, Ziyang Chen, Aleksander Holynski +2
We show that the GPS tags contained in photo metadata provide a useful control signal for image generation. We train GPS-to-image models and use them for tasks that require a fine-…