Interpreting CNN Knowledge via an Explanatory Graph

Quanshi Zhang, Ruiming Cao, Feng Shi, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningObject Parts +15

A Data-Driven Text Mining and Semantic Network Analysis for Design Information Retrieval

Feng Shi, Liuqing Chen, Ji Han, +1

Journal of Mechanical Design

Ontology (Information Science)Ontology MatchingDesign DecisionData-driven Text MiningOntology Network +26

A Technique to Evaluate MRI-Induced Electric Fields at the Ends of Practical Implanted Lead

Feng Shi, Rui Qiang, Wolfgang Kainz, +1

IEEE Transactions on Microwave Theory and Techniques

Stimulation DeviceElectrical EngineeringPacemaker DeviceEngineeringImplantable Device +11

Semantic Networks for Engineering Design: State of the Art and Future Directions

Ji Han, Serhad Sarica, Feng Shi, +1

Journal of Mechanical Design

Artificial IntelligenceEngineeringNetwork AnalysisIntelligent SystemsSemantic Web +22

Extraction of an Explanatory Graph to Interpret a CNN

Quanshi Zhang, Xin Wang, Ruiming Cao, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Interpreting CNN Knowledge via an Explanatory Graph

Quanshi Zhang, Ruiming Cao, Feng Shi, +2

arXiv (Cornell University)

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningObject Parts +15

Three driven approaches to combinational creativity: Problem-, similarity- and inspiration-driven

Ji Han, Dongmyung Park, Feng Shi, +3

Proceedings of the Institution of Mechanical Engineers Part C Journal of Mechanical Engineering Science

Architectural DesignIndustrial DesignInternational Design CompetitionsCognitive ScienceCreative Computing +9

Structured Attention for Unsupervised Dialogue Structure Induction

Liang Qiu, Yizhou Zhao, Weiyan Shi, +5

Sparse Winograd Convolutional Neural Networks on Small-scale Systolic Arrays

Feng Shi, Haochen Li, Yuhe Gao, +2

Convolutional Neural NetworkEngineeringMachine LearningHardware AlgorithmComputer Architecture +15

STAR: Sparse Transformer-based Action Recognition

Feng Shi, Chonghan Lee, Liang Qiu, +5

arXiv (Cornell University)

Geometric LearningEngineeringMachine LearningHuman Pose EstimationCognitive System +14