2 papers
cs.CV2026
KathaTrace: Diagnosing Semantic Trajectory Collapse in Generated Visual Narratives
Jamuna S. Murthy, Amin Karimi Monsefi, Rajiv Ramnath
Visual narratives are central to storyboards, comics, children's media, and film previsualization, where viewers understand stories from images alone. Recent generators such as Sto…
cs.CV2026
Controlla: Learning Controllability via Graph-Constrained Latent Geometry
Jamuna S. Murthy, Amin Karimi Monsefi, Rajiv Ramnath
Controllable multimodal generation is commonly formulated as an inference-time conditioning problem using prompts, guidance, or auxiliary modules. While effective, such approaches…