Omer Benishu

PhyGenHOI heavily outperforms baselines, synthesizing realistic & physically consistent 4D dynamics for text-driven actions! 🏃‍♂️ Huge thanks to @GalFiebelman & @BenaimSagie! Paper: arxiv.org/pdf/2605.30268 📄 Project: omerbenishu.github.io/PhyGenHOI/ 🚀 HF: huggingface.co/papers/2605.30… 🤗(4/4)

Interaction utilizes 3 mechanisms: 1️⃣ Windowed Attraction Loss for temporal syncing 2️⃣ Contact-Driven Re-simulation for true momentum transfer 3️⃣ Masked Video-SDS injecting video priors to heavily enhance contact fidelity! True physics meets GenAI! 🤝✨⚡(3/4)

🚨 Excited to share our new paper: "PhyGenHOI: Physically-Aware 4D Generation of Dynamic Human-Object Interactions"! 🎉 We tackle generating photorealistic 4D interactions by deeply coupling generative human motion diffusion with physical simulation! 🧠💥🧵👇(1/4)