Haythem El-Messiry — accepted AI-conference papers

2026

Motion-Residual Conflict-Aware Time Reversal for Generative Inbetweening

Zhenbang zhang, Zihui Cui, Haythem El-Messiry, Renmin Han, Zhiqiang Xu

ICML 2026poster

Image-to-video (I2V) diffusion models have recently made generative inbetweening a practical reality by synthesizing semantically plausible intermediate frames between two keyframes. Among them, inference-time sampling schemes that re-use large pre-trained I2V backbones without any additional traini…

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2025

Unsupervised Trajectory Optimization for 3D Registration in Serial Section Electron Microscopy using Neural ODEs

Zhenbang Zhang, Jingtong Feng, Hongjia Li, Haythem El-Messiry, zhiqiang xu, Renmin Han

NeurIPS 2025poster

Series Section Electron Microscopy (ssEM) has emerged as a pivotal technology for deciphering nanoscale biological architectures. Three-dimensional (3D) registration is a critical step in ssEM, tasked with rectifying axial misalignments and nonlinear distortions introduced during serial sectioning.…

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