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Mingyi Guo

3 accepted papers

2026

EA3D: Event-Augmented 3D Diffusion for Generalizable Novel View Synthesis

ICLR 2026poster

We introduce **EA3D**, an Event-Augmented 3D Diffusion framework for generalizable novel view synthesis from event streams and sparse RGB inputs. Existing approaches either rely solely on RGB frames for generalizable synthesis, which limits their robustness under rapid camera motion, or require per…

Cited by 0SourceScholar
2025

Generalizing Deepfake Video Detection with Plug-and-Play: Video-Level Blending and Spatiotemporal Adapter Tuning

CVPR 2025poster

Three key challenges hinder the development of current deepfake video detection: (1) Temporal features can be complex and diverse: how can we identify general temporal artifacts to enhance model generalization? (2) Spatiotemporal models often lean heavily on one type of artifact and ignore the other…

Cited by 12SourcePDFScholar
2025

RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing

CVPR 2025poster

Indoor scene texture synthesis has garnered significant interest due to its important potential applications in virtual reality, digital media and creative arts. Existing diffusion-model-based researches either rely on per-view inpainting techniques, which are plagued by severe cross-view inconsiste…