Lectures

Date

Lecture Topic

Lecture Slides

Supplemental Readings

8/28/19

Perceptron

9/4/19

CNN Intro

9/9/19

Practical Overview

https://pytorch.org/tutorials/

9/16/19

Normalization and Initialization

Weight Normalization

9/23/19

Visualizing CNNs

9/30/19

YOLO

10/2/19

Two-Stage Detector

10/7/19

SSD

10/7/19

FasterRCNN

Speed/Accuracy Tradeoffs

10/14/19

Architecture Zoo

11/4/19

Auto Encoders Part 1

11/11/19

GANs Part 1

11/13/19

GANs Part 2

11/20/19

STN & Deformable Convolutions

12/2/19

Final Review

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