4 papers
Self-Consistency for LLM-Based Motion Trajectory Generation and Verification
Jiaju Ma, R. Kenny Jones, Jiajun Wu +1
Self-consistency has proven to be an effective technique for improving LLM performance on natural language reasoning tasks in a lightweight, unsupervised manner. In this work, we s…
Collaposer: Transforming Photo Collections into Visual Assets for Storytelling with Collages
Jiayi Zhou, Liwenhan Xie, Jiaju Ma +3
Digital collage is an artistic practice that combines image cutouts to tell stories. However, preparing cutouts from a set of photos remains a tedious and time-consuming task. A fo…
Script2Screen: Supporting Dialogue Scriptwriting with Interactive Audiovisual Generation
Zhecheng Wang, Jiaju Ma, Eitan Grinspun +2
Scriptwriting has traditionally been text-centric, a modality that only partially conveys the produced audiovisual experience. A formative study with professional writers informed…
MoVer: Motion Verification for Motion Graphics Animations
Jiaju Ma, Maneesh Agrawala
While large vision-language models can generate motion graphics animations from text prompts, they regularly fail to include all spatio-temporal properties described in the prompt.…