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Wentao Pan

3 accepted papers

2026

Stable Video Infinity: Infinite-Length Video Generation with Error Recycling

ICLR 2026oral

We propose **Stable Video Infinity (SVI)** that can generate non-looping, ultra-long videos with stable visual quality, while supporting per-clip prompt control and multi-modal conditioning. While existing long-video methods attempt to _**mitigate accumulated errors**_ via handcrafted anti-drifting…

Cited by 0SourcecodeScholar
2025

Hide-in-Motion: Embedding Steganographic Copyright Information into 4D Gaussian Splatting Assets

ICRA 2025

As 4D extensions of 3D Gaussian Splatting (4D-GS) emerge as groundbreaking techniques for dynamic scene reconstruction and novel view synthesis in robotics and computer vision, ensuring the security and trustworthiness of these assets becomes crucial. While steganography has advanced significantly i

Cited by 9SourcecodeScholar
2025

MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy

ICCV 2025poster

Miniaturized endoscopy has advanced accurate visual perception within the human body. Prevailing research remains limited to conventional cameras employing convex lenses, where the physical constraints with millimetre-scale thickness impose serious impediments on the micro-level clinical. Recently,…

Cited by 0SourcePDFScholar