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Haoran Pang

2 accepted papers

2025

FreqTS: Frequency-Aware Token Selection for Accelerating Diffusion Models

AAAI 2025technical

In this paper, we propose FreqTS, a novel Frequency-Aware Token Selection approach for accelerating diffusion models without requiring retraining. Diffusion models have gained significant attention in the field of image synthesis due to their impressive generative capabilities. However, these models…

Cited by 0SourcePDFScholar
2025

GSMM: Efficient Global Sparsification for Resource-Conscious Multimodal Models

ICASSP 2025accepted

Large Multimodal Models (LMMs) are increasingly essential in various real-time applications, yet their substantial parameter counts and complex architectures pose significant challenges. Traditional global compression methods often rely on trial-and-error experimentation, leading to inefficiencies.…

Cited by 0SourceScholar