2 papers
cs.CV2025
Exploring Image Generation via Mutually Exclusive Probability Spaces and Local Correlation Hypothesis
Chenqiu Zhao, Anup Basu
A common assumption in probabilistic generative models for image generation is that learning the global data distribution suffices to generate novel images via sampling. We investi…
cs.CV2024
Accelerating Inference of Networks in the Frequency Domain
Chenqiu Zhao, Guanfang Dong, Anup Basu
It has been demonstrated that networks' parameters can be significantly reduced in the frequency domain with a very small decrease in accuracy. However, given the cost of frequency…