Position, Padding and Predictions: A Deeper Look at Position Information in CNNs
Md Amirul Islam, Matthew Kowal, Sen Jia, Konstantinos G. Derpanis, Neil D. B. Bruce
Topics & Concepts
PaddingEncoding (memory)HeuristicsPosition (finance)Computer scienceConvolutional neural networkArtificial intelligenceBoundary (topology)ENCODEFilter (signal processing)Pattern recognition (psychology)Theoretical computer scienceAlgorithmComputer visionMathematicsComputer securityEconomicsBiochemistryMathematical analysisChemistryGeneFinanceOperating systemAdvanced Neural Network ApplicationsHuman Pose and Action RecognitionDomain Adaptation and Few-Shot Learning