Aug 15

Gedas

Course Overview; 

75min

Intro to Self-Supervised Learning (SSL)

 Date      

 Presenters   

 Topic                          

  Papers                                                                                                

  Length      

 Slides 

Aug 22

Gedas [3]

Detailed Paper Discussion #1

45min

30min

Clustering-based SSL for Images

Sep 5

No Class (Labor Day)

Aug 31

Michael T. [7]

20min

20min

Paper Battle #2

Generative SSL for Images

35min

Jack [7]

Yunkui [7]

Bilen [8]

Jiaqi [8]

Michael W. [8]

Aug 29

Avinash [6]

Detailed Paper Discussion #2

45min

30min

Distillation-based SSL for Images

Robert [6]

Sep 7

45min

30min

Scaling SSL Models & Data

Detailed Paper Discussion #3

Gedas [9]

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

Sep 14

45min

30min

Detailed Paper Discussion #4

Jiang [12]

Vision Transformers for SSL

Shreyas [12]

SSL on Uncurated          Data (Fairness &        Robustness)

Detailed Paper Discussion #5

45min

30min

Sep 28

Jack [13]

Sep 26

No Class (Well-being Day)

Michael W. [13]

Oct 3

Avinash [14]

20min

20min

Paper Battle #3

35min

Pretext Tasks for Video

Robert [14]

David [15]

Lin [15]

Tony [15]

Oct 5

Nick A. [16]

30min+QA

30min+QA

Pretext Tasks for Video

Michael T. [17]

Oct 10

Video Transformers for SSL

Detailed Paper Discussion #6

45min

30min

Yunkui [18]

Oct 12

No Class (University Day)

Yan-Bo [21]

SSL with Video & Audio

20min

20min

Paper Battle #4

35min

Oct 19

Nick A. [21]

Nick H.-T. [22]

Jiang [22]

Shreyas [22]

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

Oct 31

SSL with Video & Text

Detailed Paper Discussion #7

45min

30min

Vaidehi [23]

Ziyang [23]

Nov 2

Pierre [24]

SSL with Video, Audio & Text

20min

20min

Paper Battle #5

35min

Shoubin [24]

Vaidehi [25]

Ziyang [25]

Nov 7

SSL with Video, Audio & Text

Detailed Paper Discussion #8

45min

30min

Bilen [26]

Shoubin [26]

Nov 9

No Class

Nick H.-T. [27]

SSL for 3D

45min

Detailed Paper Discussion #9

30min

Nov 14

Pierre [27]

Nov 21

SSL for Robotics

Detailed Paper Discussion #10

45min

30min

Gedas [30]

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