2 papers
cs.CV2025
HQ-DM: Single Hadamard Transformation-Based Quantization-Aware Training for Low-Bit Diffusion Models
Shizhuo Mao, Hongtao Zou, Qihu Xie +2
Diffusion models have demonstrated significant applications in the field of image generation. However, their high computational and memory costs pose challenges for deployment. Mod…
cs.LG2025
SBS: Enhancing Parameter-Efficiency of Neural Representations for Neural Networks via Spectral Bias Suppression
Qihu Xie, Yuan Li, Yi Kang
Implicit neural representations have recently been extended to represent convolutional neural network weights via neural representation for neural networks, offering promising para…