HW1 grades | |
| The grades for HW1 are published. Please contact Evgenii if you haven't got your grade yet. Kudos to 3 pairs who achieved better than 90% accuracy (and one pair who almost got there). Best, course stuff |
| פורסם ב- 11/7/2021, 17:14:39 Created on 11/7/2021, 17:14:39 Создано 11/7/2021, 17:14:39 تم النشر ب- 11/7/2021, 17:14:39 |
Project presentations and complementary class | |
| Dear students, The complementary lecture moved from today to Tomorrow at 09:30 (Taub5), due to exams that are unexpected moved to taub In addition, we are meeting today for the presentation at Taub 201. Please come in your time slot Regards, Course staff |
| פורסם ב- 5/7/2021, 09:57:31 Created on 5/7/2021, 09:57:31 Создано 5/7/2021, 09:57:31 تم النشر ب- 5/7/2021, 09:57:31 |
Project presentations | |
| Dear Students, The frontal presentation will be held in the regular lecture class (Taub9) and online in the lecture zoom link. Regards, Course staff |
| פורסם ב- 4/7/2021, 09:05:13 Created on 4/7/2021, 09:05:13 Создано 4/7/2021, 09:05:13 تم النشر ب- 4/7/2021, 09:05:13 |
הרצאת השלמה Complementary lecture Дополнительная лекция محاضرة مكملة | |
| Dear Students, The complementary lecture postponed to 05.07 Monday at 10:30 in the same room. Apparently, you have forgotten of the existence of the lecture today See you, Chaim |
| פורסם ב- 30/6/2021, 12:43:47 Created on 30/6/2021, 12:43:47 Создано 30/6/2021, 12:43:47 تم النشر ب- 30/6/2021, 12:43:47 |
Today's Tutorial in Taub 7 | |
| To avoid confusion, today's tutorial is going to be held as usual in Taub 7. |
| פורסם ב- 27/6/2021, 15:56:34 Created on 27/6/2021, 15:56:34 Создано 27/6/2021, 15:56:34 تم النشر ب- 27/6/2021, 15:56:34 |
Access to spreadsheet | |
| The access problem to schedule spreadsheet is fixed. (Also "next" Sunday means in a week, i.e., 04.07) |
| פורסם ב- 24/6/2021, 12:30:00 Created on 24/6/2021, 12:30:00 Создано 24/6/2021, 12:30:00 تم النشر ب- 24/6/2021, 12:30:00 |
Schedule | |
| Dear students, unfortunately, the tutorial today is cancelled. The complimentary tutorial will be given on Sunday 27.06 16:30, and the complimentary lecture will be given on Wednesday 30.06 at 12:30 in the same rooms. The reception hour today regarding projects will be given as planned. In addition, the 15-minute introduction presentations will be held on the next Sunday and Monday. The details will be given during the reception hour. Please fill the excel spreadsheet with your names and project name (first come, first served): https://docs.google.com/spreadsheets/d/1Ay7I-GEuQMlLh2E2yZ__KhCk1qINg8fLQRHCBiDcwWY/edit?usp=sharing If none of the slots fit you, please contact us as soon as possible, and we will try to find alternative slot. For the projects on 3D topics, please choose one of Sunday slots if possible. Best, Course stuff. |
| פורסם ב- 24/6/2021, 12:24:25 Created on 24/6/2021, 12:24:25 Создано 24/6/2021, 12:24:25 تم النشر ب- 24/6/2021, 12:24:25 |
Tomorrow's Tutorial | |
| Dear Students, Tomorrow you will have a tutorial at 14:30 (not at 15:30) in Taub9. As stated before, The frontal lecture will be postponed and at 16:30 we will hold a reception hour about the project presentations at Taub 7. Regards, Course staff |
| פורסם ב- 23/6/2021, 17:18:36 Created on 23/6/2021, 17:18:36 Создано 23/6/2021, 17:18:36 تم النشر ب- 23/6/2021, 17:18:36 |
Tomorow's class | |
| Dear Students, Tomorrow you will have a tutorial at 15:30 in Taub9. At 16:30 we will hold a reception hour about the project presentations at Taub 7. The frontal lecture will be postponed. Regards, Course staff |
| פורסם ב- 23/6/2021, 14:27:28 Created on 23/6/2021, 14:27:28 Создано 23/6/2021, 14:27:28 تم النشر ب- 23/6/2021, 14:27:28 |
Project topics | |
| The following is the list of project assignments: Noam Rotstein Natan Kaminsky Focal loss for contrastive learning Omer Rorberg Dani Kogan Utilize temporal information for referring video object segmentation Reda Igbaria Hamza khatib Regularizations for noisy+self-supervised Orian Leitersdorf Bahjat Kawar Mixing augmentations for self-supervised learning alex zaikin anita narovlyansky Differentiable augmentations Andrew Elashkin Yevhenii Liubchyk Dealing with dynamic graphs Adir Rahamim Liam Hazan Dealing with dynamic graphs Or Feldman Shai Feldman Implicit Node and Edge Features for More Expressive GNNs Ohad Einav Roy Nessing, Sapir Tubul Extending the Expressive power of message-passing networks via subgraph aggregation Nadav Sellam Sari Hleihil Graph Convolutional Reinforcement Learning Guy Gal Ron Improving the robustness of GNNs koby brandes Unsupervised domain adaptation Tal Neoran PointContrast for autonomous driving Roi Klein Ehud Tal Unsupervised domain adaptation of point clouds Manor Zvi Nitai Fingerhut VoteNet/Hierarchical VoteNet (please contact for details) If you do not appear in the list, please fill the form ASAP. In any case, please contact the stuff for introductory talk (if needed) and to schedule the presentation next week. |
| פורסם ב- 21/6/2021, 12:50:44 Created on 21/6/2021, 12:50:44 Создано 21/6/2021, 12:50:44 تم النشر ب- 21/6/2021, 12:50:44 |
Project schedule | |
| Dear students, The final projects pool, which is divided into three sections, is available https://docs.google.com/spreadsheets/d/15d9WmvgXgho3FO4zQdsNFENvTkQ2-bbPKhq0I62mic0/edit?usp=sharing The final projects will be performed in groups of two. In exceptional cases, we will allow 1 or 3 students to work on project. You need to fill a google form https://forms.gle/9mDB1G4KyyhvC2nP7 with your project's preferences. If you're interested in custom project and have an idea, please contact us ASAP. In this case you'll need to make a presentation of your idea earlier and get our approval based on presentation. We will not allow projects which are performed as part of other academic activity (e.g., project course or part of ongoing research towards thesis). Please still fill the preferences form in case your project won't be approved. Project timeline (dates imply until 23:59 at this day): 1, Filling the preferences until 18.06. 2. Project allocation by course stuff by 20.06 3. Definition presentation, including entire project timeline, datasets, and tentative experiment plan. The presentations will be held in the last week of the semester, 27.06-1/07. For custom project, presentations will be held next week. 4. Final projects submission including a project report, final presentation and code repository, by 21.10. For any questions about the projects, please approach the project supervisors or Chaim. Regards, Course stuff |
| פורסם ב- 15/6/2021, 11:09:41 Created on 15/6/2021, 11:09:41 Создано 15/6/2021, 11:09:41 تم النشر ب- 15/6/2021, 11:09:41 |
Lecture and tutorial on 10.06 cancelled | |
| Dear Students, Due to multiple requests. The lecture and the tutorial on the "Yom Ha student" will be cancelled and postponed to next week. Regards, Course staff |
| עדכון אחרון ב- 9/6/2021, 11:36:48 Last updated on 9/6/2021, 11:36:48 Последняя модификация 9/6/2021, 11:36:48 تمت الحتلنة الأخيرة ب- 9/6/2021, 11:36:48 |
Lecture and tutorial on 10.06 | |
| Dear Students, The lectures and the tutorial on the "Yom Ha student" will be shifted and will be given from 09:30 to 12:30 on the regular classes Regards, Course staff |
| פורסם ב- 8/6/2021, 14:29:04 Created on 8/6/2021, 14:29:04 Создано 8/6/2021, 14:29:04 تم النشر ب- 8/6/2021, 14:29:04 |
Final extension for HW1 | |
| Due to multiple requests, we are giving a final extension to HW1 deadline, to 17.06. This extension covers any other kind of extension (personal or not), and no further extension will be given. If you were instructed to submit by email, please submit via course website (the assignment item will be updated accordingly). Course stuff |
| פורסם ב- 7/6/2021, 11:25:55 Created on 7/6/2021, 11:25:55 Создано 7/6/2021, 11:25:55 تم النشر ب- 7/6/2021, 11:25:55 |
Lecture and tutorial today will be given in class (03/06) | |
| Dear Students, Today's classes will be given in Taub in regular rooms. Regards, Course staff |
| עדכון אחרון ב- 3/6/2021, 11:11:35 Last updated on 3/6/2021, 11:11:35 Последняя модификация 3/6/2021, 11:11:35 تمت الحتلنة الأخيرة ب- 3/6/2021, 11:11:35 |
Lecture and tutorial on 27.05 | |
| Dear Students, Due to student's day postponing the lecture and the tutorial on Thursday 27.05 will be given in regular slots. The reading list for this week already posted under lecture5 reading list see you, Course staff |
| פורסם ב- 25/5/2021, 18:23:58 Created on 25/5/2021, 18:23:58 Создано 25/5/2021, 18:23:58 تم النشر ب- 25/5/2021, 18:23:58 |
Homework 1 extension. | |
| We've got multiple complains regarding runtime of the experiment. First of all, you don't need to wait for the full training length to evaluate the performance of feature extractor. In tutorial, we discussed the approaches to evaluation during the training. I've tested the reference implementation I've used for baseline score, and it took ~0.5 second per batch on lambda server. I'd expect you implementation to be not more than twice slower than the reference one. That means you should be able to run ~100000 in a bit more than one day. In case your implementation is significantly slower than that, I suggest you to spend some time finding the bottlenecks in your implementation. In general, I believe that having 5-10x slower implementation is not proper reproduction of the paper (and the points probably will be deduced for that). Thus, there will be not extension on grounds of necessity to run more multiple-day experiments. However, we understand that the runtime issue could have been not clear for everyone and cost you some time. Thus, there is a general 2-day extension (until Sunday evening) for HW1 submission. People who got personal extension can have this extension in addition to personal one (e.g., if your personal deadline was Tuesday, it's Thursday now). If you have any additional questions, feel free to contact me. Evgenii |
| עדכון אחרון ב- 23/5/2021, 16:09:06 Last updated on 23/5/2021, 16:09:06 Последняя модификация 23/5/2021, 16:09:06 تمت الحتلنة الأخيرة ب- 23/5/2021, 16:09:06 |
Tomorow's class | |
| Dear Students, Tomorrow, the lecture will be given only in zoom format, due to the air conditioner maintaining in the Taub The tutorial will not be given tomorrow Regards, Course staff |
| עדכון אחרון ב- 19/5/2021, 17:22:15 Last updated on 19/5/2021, 17:22:15 Последняя модификация 19/5/2021, 17:22:15 تمت الحتلنة الأخيرة ب- 19/5/2021, 17:22:15 |
Schedule for next lectures and tutorials | |
| Dear Student, We slightly rescheduled three upcoming classes Lecture 5 will be given next Thu 20.05 (and *not* today as announced before) at a regular time also Tutorial5. The reading list remaining the same as published Lecture 6 and accompanied Tutorial6 will be given tomorrow at the regular time. No need to read any material before Lecture 7 and tutorial 7 will be given at 27.05 from 09:30 to 12:30. The rooms and reading list will be published soon. Best regards, Course staff |
| פורסם ב- 12/5/2021, 08:59:05 Created on 12/5/2021, 08:59:05 Создано 12/5/2021, 08:59:05 تم النشر ب- 12/5/2021, 08:59:05 |
Lecture 5 (12.05) reading list | |
| Dear students, I am adding the partial list of the papers that we will cover at Wednesday's lecture. 1) https://arxiv.org/abs/1612.00593 2) https://arxiv.org/abs/1706.02413 3) https://openaccess.thecvf.com/content_ICCV_2019/papers/Choy_Fully_Convolutional_Geometric_Features_ICCV_2019_paper.pdf 4) https://arxiv.org/abs/1904.09664 5) https://arxiv.org/abs/2007.10985 These papers will be fully/partially covered during the lecture. See you in the class, Chaim |
| פורסם ב- 9/5/2021, 19:43:13 Created on 9/5/2021, 19:43:13 Создано 9/5/2021, 19:43:13 تم النشر ب- 9/5/2021, 19:43:13 |
Lecture 5 (12.05) reading list | |
| Dear students, I am adding the partial list of the papers that we will cover at tomorrow's lecture. 1) https://arxiv.org/abs/1612.00593 2) https://arxiv.org/abs/1706.02413 3) https://openaccess.thecvf.com/content_ICCV_2019/papers/Choy_Fully_Convolutional_Geometric_Features_ICCV_2019_paper.pdf 4) https://arxiv.org/abs/1904.09664 5) https://arxiv.org/abs/2007.10985 These papers will be fully/partially covered during the lecture. See you in the class, Chaim |
| פורסם ב- 9/5/2021, 17:02:47 Created on 9/5/2021, 17:02:47 Создано 9/5/2021, 17:02:47 تم النشر ب- 9/5/2021, 17:02:47 |
Notebooks for tutorials 2-4 | |
| Notebooks for tutorials 2-4 are uploaded to github. Best, Course stuff |
| פורסם ב- 9/5/2021, 12:44:15 Created on 9/5/2021, 12:44:15 Создано 9/5/2021, 12:44:15 تم النشر ب- 9/5/2021, 12:44:15 |
Access to lambda | |
| Everyone who registered for servers access should have the account now. Please follow the instructions at https://hpc.cswp.cs.technion.ac.il/lambda or instructions from deep learning course https://vistalab-technion.github.io/cs236781/2021/04/19/access-to-servers/ If you need the access and have not got one for some reason, please contact Evgenii as soon as possible. In addition, the notebooks for previous tutorials (in particular, you might be interested in Tutorial 4) will be published later this week. Best, Course stuff |
| פורסם ב- 6/5/2021, 15:44:05 Created on 6/5/2021, 15:44:05 Создано 6/5/2021, 15:44:05 تم النشر ب- 6/5/2021, 15:44:05 |
תרגיל בית 1 Homework 1 Homework 1 Homework 1 | |
| Homework 1 is published and is due 23:59 Thursday 27.05.2021. For any questions regarding the homework please contact Evgenii. The access for servers for those who registered will be granted in coming days. Best, Course staff |
| פורסם ב- 6/5/2021, 11:51:24 Created on 6/5/2021, 11:51:24 Создано 6/5/2021, 11:51:24 تم النشر ب- 6/5/2021, 11:51:24 |
New date of Lecture5+Turorial 5 | |
| Dear students, Due to some constraints, Lecture5 will be move to 12.05 instead of 06.05 at 12:30. Tutorial 5 also moved to 13.05 and will be given together with tutorial 6 which means that you will have 2h tutorial at 13.05 from 16:30 to 18:30 We will publish the recommended reading list for lecture5 by the end of this week. The classrooms will remain as usual. Best, course staff. |
| פורסם ב- 4/5/2021, 19:19:53 Created on 4/5/2021, 19:19:53 Создано 4/5/2021, 19:19:53 تم النشر ب- 4/5/2021, 19:19:53 |
Registration for course servers | |
| Dear students, Please use the following form to register for usage of course servers: https://forms.gle/fFd31r9rFEUZmH5D8 You should register even if you already had access at some other course previously. Best, Course stuff |
| פורסם ב- 29/4/2021, 17:40:21 Created on 29/4/2021, 17:40:21 Создано 29/4/2021, 17:40:21 تم النشر ب- 29/4/2021, 17:40:21 |
Lecture 4 (29/04) reading list | |
| Dear students, I am adding the partial list of the papers that we will cover at tomorrow's lecture. 1) https://arxiv.org/abs/2002.05709 2) https://arxiv.org/abs/1911.05722 3) https://arxiv.org/abs/2006.07733 4) https://arxiv.org/pdf/2103.01988 5) https://arxiv.org/abs/2103.03230 6) https://arxiv.org/abs/2006.09882 These papers will be fully/partially covered during the lecture. See you in the class, Chaim |
| עדכון אחרון ב- 28/4/2021, 09:47:59 Last updated on 28/4/2021, 09:47:59 Последняя модификация 28/4/2021, 09:47:59 تمت الحتلنة الأخيرة ب- 28/4/2021, 09:47:59 |
Lecture 4 |
| פורסם ב- 28/4/2021, 09:35:36 Created on 28/4/2021, 09:35:36 Создано 28/4/2021, 09:35:36 تم النشر ب- 28/4/2021, 09:35:36 |
The rooms of the completation lecture+tutorial | |
| Hello all, Tomorrow the completion lecture will be held at Taub 9. The completion tutorial will be held on Thu at the same class Taub 7 Regards, Course staff |
| פורסם ב- 20/4/2021, 14:23:19 Created on 20/4/2021, 14:23:19 Создано 20/4/2021, 14:23:19 تم النشر ب- 20/4/2021, 14:23:19 |
Tutorial code | |
| The first tutorial notebooks are available. In general, tutorials will be published at https://github.com/vistalab-technion/cs236605-tutorials-spring2021 at the day of the tutorial or at the following Sunday. Best, Evgenii |
| פורסם ב- 12/4/2021, 16:06:48 Created on 12/4/2021, 16:06:48 Создано 12/4/2021, 16:06:48 تم النشر ب- 12/4/2021, 16:06:48 |
New date of Lecture5+Turorial 5 | |
| Dear students, Due to some constraints, Lecture5 will be move to 12.05 instead of 06.05 at 12:30. Tutorial 5 also moved to 13.05 and will be given together with tutorial 6 which means that you will have 2h tutorial at 13.05 from 16:30 to 18:30 We will publish the recommended reading list for lecture5 by the end of this week. The classrooms will remain as usual. Best, course staff. |
| עדכון אחרון ב- 4/5/2021, 19:19:31 Last updated on 4/5/2021, 19:19:31 Последняя модификация 4/5/2021, 19:19:31 تمت الحتلنة الأخيرة ب- 4/5/2021, 19:19:31 |
Welcome to Spring 2021 Advanced topics in Deep learning course | |
| Dear Students, We are welcoming you to "Advanced topics in Deep learning" This semester we are going to have a frontal sessions alongside zoom live recordings. The link to zoom lectures is: https://technion.zoom.us/j/97588392147 The link to zoom tutorials is: https://technion.zoom.us/j/96334092904 All the course materials will be posted on the course website before the class session. We will try to upload the lectures/tutorials ASAP. We wish you good luck at the new semester, Course stuff |
| עדכון אחרון ב- 23/3/2021, 14:21:27 Last updated on 23/3/2021, 14:21:27 Последняя модификация 23/3/2021, 14:21:27 تمت الحتلنة الأخيرة ب- 23/3/2021, 14:21:27 |