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Yehonathan Litman

@yehonation
Ph.D. @CMU_Robotics | AI Researcher @AIatMeta, @RealityLabs
Pittsburgh, PA
yehonathanlitman.github.io
Joined June 2023
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    Yehonathan Litman
    @yehonation
    Jun 23
    To be honest, training on handmade 4D asset datasets is a dead-end. Almost all 4D asset data is synthetic and diverse real data barely exists, so models trained on it struggle to reconstruct objects that deform, get occluded, and move freely about the scene. Our new work,
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    Yehonathan Litman
    @yehonation
    Jul 17
    Diffusion relighting models can produce beautiful relit clips from a text prompt or environment map, but the moment you need real physical control like moving a light, inserting an object, editing materials, or going past 5 seconds, you're helpless. Our new work, LightCrafter,
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    Yehonathan Litman
    @yehonation
    May 31
    📢 Code + weights drop for our #CVPR2026 paper! 💻 github.com/yehonathanlitm… 📍Come see our poster presentation #167 Hall A/F on Friday, June 5, 4:00 PM – 6:00 PM
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    Yehonathan Litman
    @yehonation
    Feb 17
    Excited to share our new work EditCtrl! We introduce a disentangled local-global control video inpainting framework that dynamically allocates compute where needed - achieving up to 10x compute savings over full-attention while matching or exceeding SOTA editing quality. 🧵