CS-E4890 - Deep Learning D, 02.03.2021-26.05.2021
This course space end date is set to 26.05.2021 Search Courses: CS-E4890
Översikt
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Lectures Exercise sessions Assignment deadlines Solution sessions Week 102.03 Tue 14:15 1. Introduction 04.03 Thu 14:15 2. Optimization 05.03 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 02_mlp 05.03 Fri 23:00 01_test Week 208.03 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 02_mlp 09.03 Tue 14:15 3. Convolutional neural networks 10.03 Wed 23:00 02_mlp 12.03 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 03_cnn Week 315.03 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 03_cnn 16.03 Tue 10:15 02_mlp 16.03 Tue 14:15 4. Regularization 17.03 Wed 23:00 03_cnn 19.03 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 04_reg Week 422.03 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 04_reg 23.03 Tue 10:15 03_cnn 23.03 Tue 14:15 5. Recurrent neural networks 24.03 Wed 23:00 04_reg 26.03 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 05_rnn Week 529.03 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 05_rnn 30.03 Tue 10:15 04_reg 30.03 Tue 14:15 6. Attention-based models 31.03 Wed 23:00 05_rnn 01.04 Thu 10:15-11:45, 12:15-13:45 Exercises for assignment 06_transformer Week 606.04 Tue 14:15 7. Graph neural networks 06.04 Tue 10:15-11:45, 12:15-13:45 Exercises for assignment 06_transformer 07.04 Wed 10:15 05_rnn 07.04 Wed 23:00 06_transformer 09.04 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 07_gnn Week 7: Exam weekWeek 819.04 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 07_gnn 20.04 Tue 10:15 06_transformer 20.04 Tue 14:15 8. Autoencoders 21.04 Wed 23:00 07_gnn 23.04 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 08_ae Week 926.04 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 08_ae 27.04 Tue 10:15 07_gnn 27.04 Tue 14:15 9. Generative adversarial networks 28.04 Wed 23:00 08_ae 30.04 Fri 10:15-11:45, 12:15-13:45 Exercises for assignment 09_gan Week 1003.05 Mon 10:15-11:45, 12:15-13:45 Exercises for assignment 09_gan 04.05 Tue 10:15 08_ae 04.05 Tue 14:15 10. Auto-regressive and flow-based models 05.05 Wed 23:00 09_gan Week 1111.05 Tue 10:15 09_gan 11.05 Tue 14:15 11. Deep learning with few labeled examples 12.05 Wed 23:00 10_ar Week 1218.05 Thu 10:15 10_ar 18.05 Tue 14:15 12. Deep reinforcement learning. Guest lecture by Tuomas Haarnoja (DeepMind) 19.05 Wed 23:00 11_fewshot 20.05 Thu 10:15 11_fewshot Week 13: Exam week