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Zhihao Qian

3 accepted papers

2025

D^3: Scaling Up Deepfake Detection by Learning from Discrepancy

CVPR 2025poster

The boom of Generative AI brings opportunities entangled with risks and concerns. Existing literature emphasizes the generalization capability of deepfake detection on unseen generators, significantly promoting the detector's ability to identify more universal artifacts. This work seeks a step towar…

2025

KAN-Face: Efficient Resource Usage and Precision Lip-Sync in Talking Head Generation

ICASSP 2025accepted

Despite significant progress in NeRF-based talking head generation, problems like poor lip synchronization and inefficient resource usage remain. To solve these, we propose KANFace, a lightweight framework. In preprocessing, we introduce a Lip-Sync Enhancement Module that uses Wav2Lip to extract hig…

Cited by 0SourceScholar
2024

Diffusion in Diffusion: Cyclic One-Way Diffusion for Text-Vision-Conditioned Generation

ICLR 2024poster

Originating from the diffusion phenomenon in physics that describes particle movement, the diffusion generative models inherit the characteristics of stochastic random walk in the data space along the denoising trajectory. However, the intrinsic mutual interference among image regions contradicts th…