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papers

Publications (16)

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Spyridon Bakas, Mauricio Reyes, Andras Jakab +421

Locally-Supervised Deep Hybrid Model for Scene Recognition

Sheng Guo, Weilin Huang, Limin Wang +1

physics.chem-ph2017

The Python-based Simulations of Chemistry Framework (PySCF)

Qiming Sun, Timothy C. Berkelbach, Nick S. Blunt +9

CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images

Sheng Guo, Weilin Huang, Haozhi Zhang +4

physics.comp-ph2017

Towards the solution of the many-electron problem in real materials: equation of state of the hydrogen chain with state-of-the-art many-body methods

Mario Motta, David M. Ceperley, Garnet Kin-Lic Chan +18

physics.chem-ph2016

Combining internally contracted states and matrix product states to perform multireference perturbation theory

Sandeep Sharma, Gerald Knizia, Sheng Guo +1

physics.chem-ph2017

Time-dependent N-electron valence perturbation theory with matrix product state reference wavefunctions for large active spaces and basis sets: Applications to the chromium dimer and all-trans polyenes

Alexander Sokolov, Sheng Guo, Enrico Ronca +1

Local Color Contrastive Descriptor for Image Classification

Sheng Guo, Weilin Huang, Yu Qiao

physics.chem-ph2016

N-electron valence state perturbation theory based on a density matrix renormalization group reference function, with applications to the chromium dimer and poly-p-phenylene vinylene oligomer

Sheng Guo, Mark A. Watson, Weifeng Hu +2

physics.chem-ph2018

A Perturbative Density Matrix Renormalization Group Algorithm for Large Active Spaces

Sheng Guo, Zhendong Li, Garnet Kin-Lic Chan

Better Exploiting OS-CNNs for Better Event Recognition in Images

Limin Wang, Zhe Wang, Sheng Guo +1

The iMaterialist Fashion Attribute Dataset

Sheng Guo, Weilin Huang, Xiao Zhang +6

Large-scale simulation of RNA macroevolution by an energy-dependent fitness model

Sheng Guo, Li-San Wang, Junhyong Kim

Places205-VGGNet Models for Scene Recognition

Limin Wang, Sheng Guo, Weilin Huang +1

physics.chem-ph2018

An efficient stochastic algorithm for the perturbative density matrix renormalization group in large active spaces

Sheng Guo, Zhendong Li, Garnet Kin-Lic Chan

Knowledge Guided Disambiguation for Large-Scale Scene Classification with Multi-Resolution CNNs

Limin Wang, Sheng Guo, Weilin Huang +2