1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Beyond Accuracy: Evaluating Posterior Fidelity of Diffusion Inverse Solvers
Xiaoyu Qiu, Taewon Yang, Zhanhao Liu +2
Uncertainty evaluation is critical in scientific and engineering inverse problems. However, existing benchmarks on Diffusion Inverse Solvers (DIS) primarily focus on reconstruction…
eess.SP2021
Windowed total variation denoising and noise variance monitoring
Zhanhao Liu, Marion Perrodin, Thomas Chambrion +1
We proposed a real time Total-Variation denosing method with an automatic choice of hyper-parameter , and the good performance of this method provides a large application field.…
eess.SP2020★ 1 cited
Revisit 1D Total Variation restoration problem with new real-time algorithms for signal and hyper-parameter estimations
Zhanhao Liu, Marion Perrodin, Thomas Chambrion +1
1D Total Variation (TV) denoising, considering the data fidelity and the Total Variation (TV) regularization, proposes a good restored signal preserving shape edges. The main issue…