• graph2vec

  • Referenced in 10 articles [sw32340]
  • require representing entire graphs as fixed length feature vectors. While the aforementioned approaches are naturally ... them. However, these graph kernels use handcrafted features (e.g., shortest paths, graphlets, etc.) and hence...
  • JigsawNet

  • Referenced in 3 articles [sw25887]
  • which most existing algorithms use handcrafted features, and hence, cannot reliably handle complicated puzzles...
  • DeepReID

  • Referenced in 2 articles [sw30750]
  • contrast to existing works that use handcrafted features, our method automatically learns features optimal...
  • DeepEyes

  • Referenced in 1 article [sw27156]
  • problems. Compared to traditional classifiers, where features are handcrafted, neural networks learn increasingly complex features ... directly from the data. Instead of handcrafting the features, it is now the network architecture...
  • Biosensor Framework

  • Referenced in 1 article [sw39773]
  • body-worn sensor, transforming it into handcrafted feature vectors, and delivering an inferencing result...
  • EXPATS

  • Referenced in 1 article [sw38107]
  • machine learning (ML) algorithms based on handcrafted features are still in wide...
  • iRNA-PseKNC

  • Referenced in 1 article [sw27658]
  • methylation sites. The existing techniques use handcrafted features, while the proposed method automatically extracts...
  • VAMPnets

  • Referenced in 19 articles [sw32927]
  • employ transformation of simulated coordinates into structural features, dimension reduction, clustering the dimension-reduced data ... interconversion rates between molecular structures. This handcrafted approach demands a substantial amount of modeling expertise...
  • Key.Net

  • Referenced in 3 articles [sw31202]
  • Handcrafted filters provide anchor structures for learned filters, which localize, score and rank repeatable features...
  • ASIFT

  • Referenced in 34 articles [sw02778]
  • A fully affine invariant image comparison method, Affine...
  • PCA-SIFT

  • Referenced in 81 articles [sw04592]
  • PCA-SIFT: A More Distinctive Representation for Local...
  • Go-ICP

  • Referenced in 8 articles [sw14979]
  • Go-ICP: A Globally Optimal Solution to 3D...
  • SIFT

  • Referenced in 635 articles [sw16554]
  • SIFT Keypoint Detector. Distinctive Image Features from Scale...
  • MonoSLAM

  • Referenced in 41 articles [sw18884]
  • MonoSLAM: Real-Time Single Camera SLAM. We present...
  • ORB-SLAM

  • Referenced in 10 articles [sw18887]
  • ORB-SLAM: A Versatile and Accurate Monocular SLAM...
  • ImageNet

  • Referenced in 667 articles [sw21105]
  • ImageNet is an image dataset organized according to...
  • k-means++

  • Referenced in 176 articles [sw21622]
  • k-means++: The advantages of careful seeding. The...
  • AdaGrad

  • Referenced in 166 articles [sw22202]
  • ADAGRAD: adaptive gradient algorithm; Adaptive subgradient methods for...
  • Adam

  • Referenced in 892 articles [sw22205]
  • Adam: A Method for Stochastic Optimization. We introduce...
  • AdaFrame

  • Referenced in 4 articles [sw25550]
  • Multiscale adaptive representation of signals. I: The basic...