Search Results for author: Shaohan Li

Found 4 papers, 1 papers with code

Scalable Cluster-Consistency Statistics for Robust Multi-Object Matching

1 code implementation13 Jan 2022 Yunpeng Shi, Shaohan Li, Tyler Maunu, Gilad Lerman

We develop new statistics for robustly filtering corrupted keypoint matches in the structure from motion pipeline.

Fast, Accurate and Memory-Efficient Partial Permutation Synchronization

no code implementations CVPR 2022 Shaohan Li, Yunpeng Shi, Gilad Lerman

Previous partial permutation synchronization (PPS) algorithms, which are commonly used for multi-object matching, often involve computation-intensive and memory-demanding matrix operations.

The effect of Leaky ReLUs on the training and generalization of overparameterized networks

no code implementations19 Feb 2024 Yinglong Guo, Shaohan Li, Gilad Lerman

We investigate the training and generalization errors of overparameterized neural networks (NNs) with a wide class of leaky rectified linear unit (ReLU) functions.

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