Aug 15

Gedas

Course Overview; 

75min

Intro to Self-Supervised Learning (SSL)

 Date      

 Presenters   

 Topic                          

  Papers                                                                                                

  Length      

 Slides 

Aug 22

Gedas

Detailed Paper Discussion #1

45min

30min

pdf

pdf

Clustering-based SSL for Images

Aug 31

TBD

pdf

20min

20min

pdf

Paper Battle #2

35min

pdf

Generative SSL for Images

Aug 29

TBD

Detailed Paper Discussion #2

45min

pdf

30min

pdf

Distillation-based SSL for Images

Sep 5

No Class (Labor Day)

Sep 7

45min

30min

pdf

pdf

Scaling SSL Models & Data

Detailed Paper Discussion #3

TBD

Sep 14

45min

30min

pdf

pdf

Detailed Paper Discussion #4

TBD

Vision Transformers for SSL

Sep 19

Project Proposal

(Part 1)

Report due Sep 25, 11:59 PM

Sep 21

Project Proposal

(Part 2)

Report due Sep 25, 11:59 PM

SSL on Uncurated Data (Fairness & Robustness)

Detailed Paper Discussion #5

45min

30min

pdf

pdf

Sep 28

TBD

Sep 26

No Class (Well-being Day)

Oct 10

Video Transformers for SSL

Detailed Paper Discussion #6

45min

30min

pdf

pdf

TBD

Oct 12

No Class (University Day)

TBD

SSL with Video & Audio

20min

pdf

20min

pdf

Paper Battle #4

35min

pdf

Oct 19

Oct 31

SSL with Video & Text

Detailed Paper Discussion #7

45min

30min

pdf

pdf

TBD

Project Milestone

(Part 1)

Report due Oct 30, 11:59 PM

Oct 24

Project Milestone

(Part 2)

Report due Oct 30, 11:59 PM

Oct 26

Nov 7

SSL with Video, Audio & Text

Detailed Paper Discussion #8

45min

30min

pdf

pdf

TBD

Nov 9

No Class

TBD

SSL for 3D

45min

Detailed Paper Discussion #9

30min

pdf

pdf

Nov 14

Nov 21

SSL for Robotics

Detailed Paper Discussion #10

45min

30min

pdf

pdf

TBD

Nov 23

No Class (Thanksgiving Break)

Nov 28

Nov 30

Final Presentation

(Part 1)

Report due Dec 2, 11:59 PM

Final Presentation

(Part 2)

Report due Dec 2, 11:59 PM