Search Results for author: Kaiwen Hu

Found 4 papers, 1 papers with code

Model Doctor for Diagnosing and Treating Segmentation Error

1 code implementation17 Feb 2023 Zhijie Jia, Lin Chen, Kaiwen Hu, Lechao Cheng, Zunlei Feng, Mingli Song

Despite the remarkable progress in semantic segmentation tasks with the advancement of deep neural networks, existing U-shaped hierarchical typical segmentation networks still suffer from local misclassification of categories and inaccurate target boundaries.

Segmentation Semantic Segmentation

Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions

no code implementations14 Dec 2022 Zhuo Chen, Di Luo, Kaiwen Hu, Bryan K. Clark

We present a neural flow wavefunction, Gauge-Fermion FlowNet, and use it to simulate 2+1D lattice compact quantum electrodynamics with finite density dynamical fermions.

Blocking

Gauge Invariant and Anyonic Symmetric Autoregressive Neural Networks for Quantum Lattice Models

no code implementations18 Jan 2021 Di Luo, Zhuo Chen, Kaiwen Hu, Zhizhen Zhao, Vera Mikyoung Hur, Bryan K. Clark

Symmetries such as gauge invariance and anyonic symmetry play a crucial role in quantum many-body physics.

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