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Ke Xing

3 accepted papers

2026

Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation

AAAI 2026technical

Wide-angle cameras, despite their popularity for content creation, suffer from distortion-induced facial stretching—especially at the edge of the lens—which degrades visual appeal. To address this issue, we propose a structure-to-detail portrait correction model named ImagePC. It integrates the long

Cited by 0SourcePDFScholar
2026

StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation

CVPR 2026

The growing adoption of XR devices has fueled strong demand for high-quality stereo video, yet its production remains costly and artifact-prone.To address this challenge, we present **StereoWorld**, an **end-to-end framework** that repurposes a pretrained video generator for high-fidelity monocular-

Cited by 0SourceScholar
2025

Privacy-Aware Federated Fine-Tuning of Large Pretrained Models With Just Forward Propagation

ICASSP 2025accepted

With the extraordinary success of generative artificial intelligence, large pretrained models (LPMs) have been widely used to achieve human-level performance. Despite the one-shot capability, it is always preferred to fine-tune the LPMs for domain-specific downstream tasks. Therefore, the federated…

Cited by 0SourceScholar