arXiv (Cornell University) · 2013 · 16 citations · 0 references
ComputingComputer ScienceArtificial IntelligenceComputer VisionMachine LearningDeep LearningEmotion RecognitionFace RecognitionFacial ExpressionPattern RecognitionRepresentation LearningCross-modal Representation LearningFace Representation LearningFacial Expression RecognitionMultimodal Feature RepresentationMultimodal Machine LearningMultimodal Representation LearningRepresentation Learning Theory
The ICML 2013 Workshop on Challenges in Representation Learning focused on\nthree challenges: the black box learning challenge, the facial expression\nrecognition challenge, and the multimodal learning challenge. We describe the\ndatasets created for these challenges and summarize the results of the\ncompetitions. We provide suggestions for organizers of future challenges and\nsome comments on what kind of knowledge can be gained from machine learning\ncompetitions.\n