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Qian Zeng

2 accepted papers

2025

D^2-DPM: Dual Denoising for Quantized Diffusion Probabilistic Models

AAAI 2025technical

Diffusion models have achieved cutting-edge performance in image generation. However, their lengthy denoising process and computationally intensive score estimation network impede their scalability in low-latency and resource-constrained scenarios. Post-training quantization (PTQ) compresses and acc…