Monday 14:20-17:20 (CS Building 102)
Thursday 9:10-12:10 (EE Building No. 2 106)
[pdf]
Event | Date | Description | Course Material |
---|---|---|---|
Lecture 0 | 09/11/17 09/14/17 |
Course Logistics [Mon slides] [Thu slides] |
Registration: [Google Form]
|
A0 Release | 09/14/17 | Basics | [A0 Page] |
A0 Due | 09/17/17 | Basics | |
Lecture 1 | 09/18/17 09/21/17 ![]() |
Introduction [slides] (Mon video) (Thur video) Neural Network Basics [slides] (Mon video) (Thur video) |
Suggested Readings:
Link: [Microsoft Azure Registration] |
Lecture 2 | 09/25/17 09/28/17 ![]() |
Backpropagation [slides] (Mon video) (Thur video) Word Representation [slides] (Mon video) (Thur video) Sequence Modeling [slides] (Mon video) |
Suggested Readings: |
Lecture 3 | 10/02/17 10/05/17 ![]() |
Recurrent Neural Network [slides] (Thur video) Recursive Neural Network [slides] (Thur video) |
Suggested Readings:
|
A1 Release | 10/05/17 | Sequence Labeling | [A1 Page] [A1 Slides] |
10/09/17 | Break | ||
Special | 10/12/17 |
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[Company Visit Event] [Photo] |
Lecture 4-1 Guest Lecture |
10/16/17 10/19/17 ![]() |
Word Embeddings (1) [slides] (Thur video) ![]() |
Suggested Readings: |
Lecture 4-2 Guest Lecture |
10/23/17![]() |
Word Embeddings (2) [slides] (Mon video) Guest Lecture by Pei-Hao Su |
[Report Submission]
[Question Form] Note: the submission is due on 10/28 This guest lecture is only for ADL students |
Self-Learning Lecture 4-2 |
10/26/17 | Break Word Embeddings (2) [slides] (Thur video) |
|
A1 Due | 10/28/17 | Sequence Labeling | |
A2 Release | 10/28/17 | Video Captioning | [A2 Page] [A2 Slides] |
Lecture 5 | 10/30/17 11/02/17 ![]() |
Gated RNN Sequence Generation [slides] (Mon video) (Thur video) |
Suggested Readings: |
Project Announcement | 10/30/17 11/02/17 |
Final Project | [Project Page] [Project Slides] |
Lecture 6 | 11/06/17 11/09/17 ![]() |
Special Networks [slides] (Mon video) (Thur video) |
Suggested Readings: |
Special | 11/13/17 |
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[RSVP Form] |
Lecture 7 | 11/16/17 11/20/17 ![]() |
Advanced Tips for Deep Learning [slides] (Thur video) (Mon video) |
Suggested Readings: |
A2 Due | 11/19/17 | Video Captioning | |
Lecture | 11/23/17 11/27/17 ![]() |
Deep Reinforcement Learning (1) [slides] (Thur video) (Mon video) |
Suggested Readings: |
A3 Release | 11/27/17 | Game Playing | [A3 Page] [A3 Slides] [A3 Video] |
Guest Lecture | 11/30/17 |
Guest Lecture
by Dr. Kai-Wei Chang |
Note: This guest lecture is only for MLDS students |
Lecture | 12/04/17 12/07/17 ![]() |
Deep Reinforcement Learning (2) [slides] (Mon video) (Thur video) |
Suggested Readings:
|
Lecture | 12/11/17 12/14/17 ![]() |
Generative Adversarial Network [slides] (Mon video) (Thur video) |
Suggested Readings: |
A4 Release | 12/14/17 | Comic Generation | [A4 Page] [A4 Slides] |
A3 Due | 12/16/17 | Game Playing | |
Lecture | 12/18/17 12/21/17 |
Assignment 1 & 2 Sharing | |
Lecture | 12/25/17 12/28/17 ![]() |
Sequence Generation by GAN [slides] (Mon video) (Thur video) |
Suggested Readings: |
A4 Due | 12/31/17 | Comic Generation | |
01/01/18 | Break | ||
Lecture | 01/04/18 01/08/18 ![]() |
All Kinds of GANs [slides] (Thur video) | |
Project Exhibition | 01/15/18 | Final Project Presentation |
[Project Page] Poster Presentation Schedule:
|
Project Exhibition | 01/18/18 | HTC AI Project Competition | [Project Page] |
Project Due | 01/20/18 | Final Project |