Deep Learning

Recent progress in Computer Vision and Machine Learning has had a tremendous effect in the society and has provided new technologies in several fields, including, for example, information retrieval (image understanding, natural language processing) and automotive (self-driving cars and drones). This course is concerned with the latest developments in these fields and provides a hand-on understanding of the state-of-the-art methods. In particular, of interest are the current developments in neural networks (also known as deep learning). The course will provide detailed understanding of the latest architectures in neural networks and how to train them to solve vision- and text-related tasks.

Details

Code	31088 61088
Type	Course
ECTS	5
Site	Bern
Track(s)	T3 – Visual Computing T6 – Data Science
Semester	S2025

Teaching

Learning Outcomes	On successful completion of this course, the student will be able to: Build, train and use neural networks with the latest programming libraries for a variety of tasks Read and understand current publications in computer vision and machine learning related to neural networks
Lecturer(s)	Paolo Favaro
Language	english
Course Page	The course page in ILIAS can be found at https://ilias.unibe.ch/goto_ilias3_unibe_crs_3102271.html.

Schedules and Rooms

Period	Weekly
Schedule	Monday, 14:15 - 17:00
Location	UniBE

Additional information

Comment

First Lecture The first lecture will be announced later.