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Jiaju Ma

@jiajuma.bsky.social
25 followers 36 following 0 posts

CS PhD student at Stanford University majiaju.io

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Reposted by Jiaju Ma
Victor Escorcia @escorciav.bsky.social · 03/06/2026
@cvprconference.bsky.social Attendee in Denver 🇺🇸 Do you have a plan for today? Are you onto AI for content creation, GenAI for video & multimedia? CVEU Workshop got you cover while you finish preparing your trip's agenda. June 3 · 8:30 AM – 12:30 PM · Room 501 More => cveu.github.io
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Reposted by Jiaju Ma
Maneesh Agrawala @magrawala.bsky.social · 27/05/2026
Next week at CVPR @jiajuma.bsky.social will show how to check for self-consistency in the context of motion graphics animation trajectories. Details: majiaju.io/trajectory-s...
Grouping motion trajectories generated by an LLM for the prompt "Move the circle along a path shaped like a logarithmic spiral with 2 turns, clockwise and outward from the center."
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Reposted by Jiaju Ma
Maneesh Agrawala @magrawala.bsky.social · 27/05/2026
Self-consistency has proven to be an effective method for improving LLM performance on tasks with language outputs (e.g. QA). We sample multiple LLM responses and group them to find the most consistent answer. But how can we apply self-consistency to visual domains? vimeo.com/1178981854?f...
vimeo.com
Self-Consistency for LLM-Based Motion Trajectory Generation and Verification
Video figure of the CVPR 2026 paper Self-Consistency for LLM-Based Motion Trajectory Generation and Verification
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Reposted by Jiaju Ma
Maneesh Agrawala @magrawala.bsky.social · 27/08/2025
MoVer is a Motion Verification DSL that can check if an LLM-generated motion graphics animation match your text prompts! @jiajuma.bsky.social presented this work at SIGGRAPH 2025 making it easier for designers to specify and verify complex animations. Paper, code and dataset: mover-dsl.github.io
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