38 citations · 80 across the 36 of their papers we have counts for
4 papers · 1 filter
Resolving Endpoint Underfitting in Diffusion Bridges via Noise Alignment
Yurong Gao, Zicheng Zhang, Congying Han +2
Diffusion bridge models offer a powerful framework for connecting two data distributions, such as in image restoration and translation. Many existing methods learn this bridge by m…
Safeguarded Accelerated Adaptive Search under Unreliable Gradient Oracles
Shunzhi Zhang, Shichen Liao, Congying Han +1
From the probabilistic-model viewpoint, stochastic adaptive search can require any fraction of the predicted model reduction for acceptance. Classical backtracking with…
Relating Checkpoint Update Probabilities to Momentum Parameters in Single-Loop Variance Reduction Methods
Hai Liu, Tiande Guo, Congying Han
We propose a single-loop variance-reduced acceleration framework, which relates checkpoint update probabilities to momentum parameters, for solving the composite general convex pro…
A Fast Anti-Jamming Cognitive Radar Deployment Algorithm Based on Reinforcement Learning
Wencheng Cai, Xuchao Gao, Congying Han +2
The fast deployment of cognitive radar to counter jamming remains a critical challenge in modern warfare, where more efficient deployment leads to quicker detection of targets. Exi…