Erik Rodner

Best Publications

• Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks

  Unknown

  431
  Citations

• Automatic Classification of Cancerous Tissue in Laserendomicroscopy Images of the Oral Cavity using Deep Learning.

  Marc Aubreville;Christian Knipfer;Christian Knipfer;Nicolai Oetter;Christian Jaremenko

  327
  Citations

• Efficient Learning of Domain-invariant Image Representations

  Judy Hoffman;Erik Rodner;Jeff Donahue;Trevor Darrell

  289
  Citations

• Selecting Influential Examples: Active Learning with Expected Model Output Changes

  Alexander Freytag;Erik Rodner;Joachim Denzler

  220
  Citations

• One-class classification with gaussian processes

  Michael Kemmler;Erik Rodner;Joachim Denzler

  189
  Citations

• Semi-supervised Domain Adaptation with Instance Constraints

  Jeff Donahue;Judy Hoffman;Erik Rodner;Kate Saenko

  187
  Citations

• Her2 challenge contest: a detailed assessment of automated her2 scoring algorithms in whole slide images of breast cancer tissues

  Talha Qaiser;Abhik Mukherjee;Chaitanya Reddy Pb;Sai Dileep Munugoti

  165
  Citations

• ImageNet pre-trained models with batch normalization.

  Marcel Simon;Erik Rodner;Joachim Denzler

  160
  Citations

• One-class classification with Gaussian processes

  Michael Kemmler;Erik Rodner;Esther-Sabrina Wacker;Joachim Denzler

  153
  Citations

• Nonparametric Part Transfer for Fine-Grained Recognition

  Christoph Göering;Erik Rodner;Alexander Freytag;Joachim Denzler

  146
  Citations

• Kernel Null Space Methods for Novelty Detection

  Paul Bodesheim;Alexander Freytag;Erik Rodner;Michael Kemmler

  139
  Citations

• Fine-Tuning Deep Neural Networks in Continuous Learning Scenarios

  Christoph Käding;Erik Rodner;Alexander Freytag;Joachim Denzler

  130
  Citations

• Asymmetric and Category Invariant Feature Transformations for Domain Adaptation

  Judy Hoffman;Erik Rodner;Jeff Donahue;Brian Kulis

  130
  Citations

• Chimpanzee Faces in the Wild: Log-Euclidean CNNs for Predicting Identities and Attributes of Primates

  Alexander Freytag;Erik Rodner;Marcel Simon;Alexander Loos

  104
  Citations

• Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection

  Bjorn Barz;Erik Rodner;Yanira Guanche Garcia;Joachim Denzler

  100
  Citations

• Open-vocabulary Object Retrieval

  Sergio Guadarrama;Erik Rodner;Kate Saenko;Ning Zhang

  97
  Citations

• Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation

  Simon Reis;Constantin Seibold;Alexander Freytag;Erik Rodner

  93
  Citations

• Neural Activation Constellations: Unsupervised Part Model Discovery with Convolutional Networks

  Unknown

  83
  Citations

• Part Detector Discovery in Deep Convolutional Neural Networks

  Marcel Simon;Erik Rodner;Joachim Denzler

  76
  Citations

• Proceedings of 27th British Machine Vision Conference (BMVC 2016)

  Erik Rodner;Marcelo F Simon;Bob Fisher;Joachim Denzler

  33
  Citations