Trading bandwidth for compute
VIDER sends sparse keyframes and spends GPU compute near the viewer to regenerate the rest.
VIDEO SYSTEMS · GENERATIVE AI
VIDER Generative Video Reconstruction
I led a model-agnostic streaming framework that sends sparse keyframes and reconstructs the missing video with GPU compute near the viewer.
97.69% avg. bandwidth savings
0.83 avg. ViSiL similarity
28-video evaluation
Beat H.264 CRF 50 on savings + similarity
Model-agnostic pipeline
I led a keyframe-plus-interpolation design whose transport does not depend on any one generative model.
Evaluation
Evaluated across six content categories against traditional codec behavior at matched bandwidth.