Welcome to Deep Learning Course 2024.
SCHEDULE
| Classes |
| Wednesday - Slot 11-14 - D22 |
| Friday - Slot 8-11 - D22 |
- Please refer to the Lessons page for further details about topics and timing of the classes.
NEWS
- June 5, 2024 - The deadline for both challenges is extended to July 31st 2024. It’s still mandatory to submit the final report (via email to both professors) at least 24 hour before the discussion.
- June 5, 2024 - The official exam dates for the course are: 02/07/2024 - 22/07/2024 - 10/09/2024 - 25/09/2024.
- June 5, 2024 - The dates for the project discussion are: 12/06/2024, 20/06/2024, 26/06/2024. Students can book one of these dates through the discord channel of the course.
- June 5, 2024 - The dates for the theory test are: 10/06/2024, 17/06/2024, 24/06/2024. Students can book one of these dates through the discord channel of the course.
- May 30, 2024 - Paper presentation will be done on June 5th from 8.30 to 13.30 according to the following schedule. Students are required to upload their presentations by June 4th at 15.00 in this shared folder.
- May 30, 2024 - The overleaf template for project report is available here. The report must be submitted at least 24 hours before project discussion.
- May 04, 2024 - The 2024 Kaggle Challenge#2 is available here. DEADLINE: June 09, 2024.
- May 04, 2024 - The 2024 Kaggle Challenge#1 is available here. DEADLINE: June 09, 2024.
- Apr 18, 2024 - The paper list for 2024 is now accessible at this link. Each paper includes the recommended team size based on its complexity. Contrary to our initial announcement, presentations can now be conducted in teams of up to three students. Remember to input your team members’ surnames in the ‘Team’ column. The link will remain active until April 25th, 2024. Additionally, mark your calendars for the paper presentation day on June 5th, 2024, as indicated on the course website.
- Feb 22, 2024 - For students enrolled in the Master’s Degree course of Computer Engineering (LM32), the course will start on March 6th 2024
- Feb 22, 2024 - For students enrolled the Master’s Degree Course of Data Science, the course will start on March 20th 2024.
FORUM
During the course we will be using Discord for off-line communication. Discord channel is available at link.
ASSESSMENT
Students attending the course
| |
% |
| Practical test |
(variable) |
| Theory test |
10 points |
| Paper presentation |
8 points |
- The theory test consists of nine essay questions. The total mark for the test is 9: maximum 1 point for each essay question.
- Paper presentation will be evaluated according to the following criteria: 1) Accuracy and depth of understanding of the paper, 2) Clarity, organization, and effective use of visual aids (reduced use of text content), 3) Handling of questions and 4) Adherence to the time schedule.
- For the practical test, attendees can choose among the following:
| |
% |
| Challenge with unannotated images |
12 points |
| Challenge Domain Shift |
15 points |
| Project (to be agreed) |
18 points |
Students not attending the course
| |
% |
| AI project in Pytorch |
16 points |
| Theory test |
16 points |
- The project should be agreed with the instructors at least three weeks before the exam. In this case, the theory test consists of sixteen essay questions. The total mark for the test is 16: maximum 1 point for each essay question.
- The theory test and project discussion must be done on the official course exam dates (see below):
| Date |
Time and location |
| 02/07/2024 |
10.00 Aula B - Polo Tecnologico |
| 22/07/2024 |
10.00 Aula B - Polo Tecnologico |
| 10/09/2024 |
10.00 Aula B - Polo Tecnologico |
| 25/09/2024 |
10.00 Aula B - Polo Tecnologico |
- An example of a past theory test is available here
STAFF
Concetto Spampinato - mail
Giovanni Bellitto - mail