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Tingyu Fan

2 accepted papers

2024

CipherDM: Secure Three-Party Inference for Diffusion Model Sampling

ECCV 2024poster

"Diffusion Models (DMs) achieve state-of-the-art synthesis results in image generation and have been applied to various fields. However, DMs sometimes seriously violate user privacy during usage, making the protection of privacy an urgent issue. Using traditional privacy computing schemes like Secur…

2022

D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction

IJCAI 2022poster

The non-uniformly distributed nature of the 3D Dynamic Point Cloud (DPC) brings significant challenges to its high-efficient inter-frame compression. This paper proposes a novel 3D sparse convolution-based Deep Dynamic Point Cloud Compression (D-DPCC) network to compensate and compress the DPC geome…