al: Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Examples of music generation: al: Cascade of multi-scale convolutional neural networks for bone suppression of chest radiographs in gradient domain Nah, et. More specifically we are working on three different sub-tasks: Classification of visual compositions (black & white shapes) to harmonic or not Relation between visual and audio compositions and how a computer can generate and interchange between the two Automatically generate logos based on their color (this already has been attempted) and some keywords Competences that you need: Python and Deep Learning frameworks (pytorch, tensorflow/keras or equivalent) Machine (Deep) learning Artistic nature and interdisciplinary qualities LoGAN: (check github link in the article for available code and more references in the article) References: See Examples of multi-scale CNN: Wei, et. I am open to working on other Data Mining/Machine Learning areas but you have to convince me they are interesting.Įach thesis has a short description with several different tasks (and perhaps different datasets) In the comments below the slide you can find some useful references/starting points Different goals might lead to different topics General requirements (see slide #1 again) Unconditional love for programming Machine learning/data mining understanding on a good level For language related theses, assume extra overhead if you are not familiar with text mining For an updated version of these slides and/or new topics check:ģ ML in Arts and Graphics DKE is participating in an interdisciplinary project about applying techniques from Artificial Intelligence to Arts. It will be mostly hard work but you will be reimbursed by the quality results (most of the time…) My research interests are in applied Data Machine/Machine Learning in the fields highlighted in the topics. You will need to be able to “get things to work”. You need to know how to program and love (unconditionally) to program. You are expected to be independent and self-motivated but also report, update and “teach” me new things as well I will push you to do good work and provide the needed conditions for it. 1 Survival Guide You will need to read and understand many (I mean many…) research papers.
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