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Courses
Summer Semester 2018
Winter Semester 2016/2017
Summer Semester 2016
- Machine Learning for Applications in Computer Vision Deep Learning Lecture
Winter Semester 2015/2016
Summer Semester 2015
- Practical Course: Machine Learning for Applications in Computer Vision Deep Learning Lecture
Winter Semester 2014/2015
Supervised Projects
| Master's Thesis | |
|---|---|
| Learning Proximal Operators: Using Denoising Networks for Regularizing Inverse Imaging Problems Tim Meinhardt, Submission: June 2017 Code & Documentation : https://github.com/tum-vision/learn_prox_ops |
| RGB-D Scribble based Image Segmentation with CNNs Andreas Wiedemann, Submission: November 2016 Dataset : https://github.com/tum-vision/rgbd_scribble_benchmark |
| Deep Learning for Image based Localization Florian Walch, Submission: September 2016 (co-supervised with Laura Leal-Taixe) Documentation: Thesis |
| Extending a Linguistically Informed CNN for Sentiment Analysis by Distant Supervision Frederik Mattwich, Submission: April 2016 (co-supervised with Sebastian Ebert) |
| RGB-D Image Classification with Active Deep Learning Fabian Stark, Submission: July 2016 (co-supervised with Rudolph Triebel) Documentation : https://goo.gl/LDlHBc |
| Multi-digit Character Recognition of CAPTCHAs with Deep Neural Networks Fabian Stark, Submission: June 2015 (co-supervised with Rudolph Triebel) Code & Documentation : https://github.com/tum-vision/captcha_recognition |
| Guided Research | |
| Deep Neural Networks and Variational Methods for Multi-Class Segmentation Adam Kosiorek, Submission: Oct 2015 (co-supervised with Julia Diebold) Code & Documentation : https://github.com/akosiorek/segmentation |
| Interdisciplinary Project (IDP) | |
| TV-Segmentation Incorporating Depth Information Nikolaus Demmel, Submission: Sep 2014 (co-supervised with Julia Diebold) Code & Documentation : https://github.com/NikolausDemmel/tvseg.git |
| Practical Course Project | |
| Simple Cuda Accelerated Random Forest (ScaRF) Alfonso Ros Dos Santos, Submission: Oct 2014, GPU Praktikum, SS14 (co-supervised with Matthias Vestner) Code & Documentation : https://github.com/alfonsoros88/ScaRF.git |
| Confidence Learning Adam Kosiorek, Kareem Ahmed, Benjamin Helgert, Submission: July 2015, Machine Learning for Applications in Computer Vision, SS15 (co-supervised with Rudolph Triebel) Code & Documentation : https://github.com/akosiorek/uncertainty.git |
