Search Results for author: Jiashu Han

Found 3 papers, 1 papers with code

Learned, Uncertainty-driven Adaptive Acquisition for Photon-Efficient Multiphoton Microscopy

no code implementations24 Oct 2023 Cassandra Tong Ye, Jiashu Han, Kunzan Liu, Anastasios Angelopoulos, Linda Griffith, Kristina Monakhova, Sixian You

Finally, with our adaptive acquisition technique, we demonstrate a 120X reduction in acquisition time and total light dose while successfully recovering fine features in the sample.

Denoising Hallucination +1

Hypergraph Isomorphism Computation

no code implementations26 Jul 2023 Yifan Feng, Jiashu Han, Shihui Ying, Yue Gao

The isomorphism problem is a fundamental problem in network analysis, which involves capturing both low-order and high-order structural information.

Community Detection Graph Classification +1

CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS

1 code implementation16 Jul 2022 Zixuan Zhou, Xuefei Ning, Yi Cai, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang

Specifically, we train the supernet with a large sharing extent (an easier curriculum) at the beginning and gradually decrease the sharing extent of the supernet (a harder curriculum).

Neural Architecture Search

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