9 Mixtape - Vector Space Logit Gating

The papers first key technique is using vector space logit gating

2020-01-24

9 Mixtape - Softmax Bottleneck

I try to briefly explain the softmax bottleneck outlined by the paper.

2020-01-23

9 Mixtape - Introductions

Mixtape reintroduces in the softmax bottleneck and proposes its solution.

2020-01-22

8 Colorization - Conclusion

Cross channel self-supervised learning is evaluated.

2020-01-21

8 Colorization - Evaluation

How do you evaluate if your colorization algorithm is plausible?

2020-01-20

8 Colorization - H function

The H function produces the final Y_hat from probability distribution Z_hat.

2020-01-18

8 Colorization - Approach

A look at the objective function and class rebalancing approach.

2020-01-17

8 Colorization - Intro

This looks like a fantastic read including semi-supervised learning paired with an excellent writing style.

2020-01-15

7 Object Detection w/ DL A Review - Salient Detection

This is the first time I've looked at Salient detection.

2020-01-14

7 Object Detection w/ DL A Review - Reg Frameworks

The review of the regression frameworks like YOLO and SSD.

2020-01-13