Interpretable convolutional neural networks via feedforward design

C.‐C. Jay Kuo, Min Zhang, Siyang Li, +2

Journal of Visual Communication and Image Representation

Convolutional Neural NetworkEngineeringMachine LearningFeedforward DesignInterpretability +2

Instance Embedding Transfer to Unsupervised Video Object Segmentation

Siyang Li, Bryan Seybold, Alexey Vorobyov, +3

Scene AnalysisImage AnalysisMachine LearningMachine VisionVideo Object Segmentation +12

Synergetic bifunctional Cu-In alloy interface enables Ah-level Zn metal pouch cells

Minghao Zhang, Chenxi Sun, Guanhong Chen, +10

Nature Communications

EngineeringElectrode-electrolyte InterfaceChemistryAqueous BatteryChemical Engineering +18

Validation and application of a fast Monte Carlo algorithm for assessing the clinical impact of approximations in analytical dose calculations for pencil beam scanning proton therapy

Sheng Huang, Kevin Souris, Siyang Li, +9

Medical Physics

Multiple Instance Curriculum Learning for Weakly Supervised Object Detection

Siyang Li, Xiangxin Zhu, Qin Huang, +2

Multiple Instance LearningImage AnalysisMachine LearningMachine VisionObject Detector +11

Large-Scale Identification and Analysis of Suppressive Drug Interactions

Murat Cokol, Zohar Weinstein, Kaan Yılancıoğlu, +15

Chemistry & Biology

Large Foundation Models for Power Systems

Chenghao Huang, Siyang Li, Ruohong Liu, +2

The surprising impact of mask-head architecture on novel class segmentation

Vighnesh Birodkar, Zhichao Lu, Siyang Li, +2

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningNovel Class Segmentation +17

Numerical Simulation of Physiological Blood Flow in 2-way Coronary Artery Bypass Grafts

Aike Qiao, Youjun Liu, Siyang Li, +1

Journal of Biological Physics

EngineeringNumerical SimulationBlood Flow MeasurementVascular SurgeryPhysiological Blood Flow +8

CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor

Shuyang Sun, Runjia Li, Philip H. S. Torr, +2