Lecture Recodings (2020)

LectureDescriptionCourse MaterialsRecodings
Introduction
[slide]

Jan 12, 2020
[video] (Passcode: 7a8.j$*n)

Jan 13, 2020
[video] (Passcode: 3!JK&RJ7)

Jan 19, 2020
[video] (Passcode: n6qL0+#w)

1 Machine Learning Basics [slide]

Jan 20, 2020
[video] (Passcode: .M@CU08$)

2 Multi-Layer Perceptron
[slide] (updated on Feb 12)

Jan 26, 2020
[video] (Passcode: %w87trw8)

Jan 27, 2020
[video] (Passcode: bdH%akF2)

3 Convolutional Neural Networks
[slide] (updated on Feb 15)

Feb 2, 2020
[video] (Passcode: l?W5%.X1)

Feb 3, 2020
[video] (Passcode: e*%Mv*4B)

Feb 4, 2020
[video] (Passcode: gdV2Vyi&)

Feb 9, 2020
[video] (Passcode: u2e%5wL$)

4 Network Architectures for Image Understanding [slide]

Feb 10, 2020
[video] (Passcode: 72*3iaH0)

Feb 23, 2020
[video] (Passcode: *3V@Lm4S)

5 Optimization of Deep Neural Networks [slide] (updated on Mar 19)

Wednesday, Feb 24
[video] (Passcode: 0y9*t+x@)

Tuesday, Mar 2
[video] (Passcode: $*BS+0dI)

Wednesday, Mar 3
[video] (Passcode: et.2GQMn)

Wednesday, Mar 9
[video] (Passcode: RsR?^=9=)

6 Recurrent Neural Network [slide]

Wednesday, Mar 10
[video] (Passcode: 2ck^4sQz)

Tuesday, Mar 16
[video] (Passcode: NUH7&6+A)

Wednesday, Mar 17
[video] (Passcode: Am2@+wK@)

7 Attention and Transformer [slide] (updated on Apr 1)

Tuesday, Mar 23
[video] (Passcode: =oK&i83?)

Wednesday, Mar 24
[video] (Passcode: +Qq3tnw$)

8 Semantic Segmentation [slide] (updated on Mar 30)

Tuesday, Mar 30
[video] (Passcode: !?vM4gbv)

Wednesday, Mar 31
[video] (Passcode: uWWE=&76)

9 Object Detection [slide] (updated on Apr 1)

Wednesday, Apr 7
[video] (Passcode: .e#H4530)

Tuesday, Apr 13
[video] (Passcode: 4MiaMt^t)

Wednesday, Apr 14
[video] (Passcode: %5%?a016)

10 Introduction to MMLab [slide] (updated on Apr 1)

Wednesday, Apr 12
[video] (Passcode: Wnn!&n2Z)