CS-E4070 - Special Course in Machine Learning and Data Science: Advanced Topics in Deep Learning, 18.04.2019-23.05.2019
This course space end date is set to 23.05.2019 Search Courses: CS-E4070
Topic outline
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Thursday, 18 April, 14:15 » 16:00
- Kunal Ghosh: Variational autoencoders
- Aditya Surikuchi: Transformers
Thursday, 25 April, 14:15 » 16:00
- Andrzej Pisarek and Maxim Afteniy: Advances in GANs
- Wasserstein GAN
- Improved training of Wasserstein GAN
- Progressive GANs
- Presentation (links to the code in the presentation)
- Yogesh Kumar: Deep autoregressive models
- PixelCNN
- Wavenet: blog post and paper
- Presentation
- Code
- PixelCNN
Thursday, 2 May, 14:15 » 16:00
- Yi Zhao and Tianyu Cui: Bayesian neural networks
- Dejan Porjazovski: Language models
Thursday, 16 May, 14:15 » 16:00
- Thomas Spilsbury:
- Semi-supervised learning with mean teacher
- Presentation
- Code
- Trained models
- Buse Gul Atli
Tuesday, 21 May, 14:15 » 16:00
- Dimitrios Papatheodorou:
- Graph-convolution networks: blog post and paper
- Presentation
- Code
- Mehdi Saman Booy:
Thursday, 23 May, 14:15 » 16:00
- Park Seyoung and Falcon Perez Ricardo
- Ananth Mahadevan and Christabella Irwanto