AI Reading Group

Contains all notes and code of the ACM AI reading group

11/14/2020 - U-Net

Paper: https://link.springer.com/content/pdf/10.1007%2F978-3-319-24574-4_28.pdf

Code (Caffe): https://lmb.informatik.uni-freiburg.de/people/ronneber/u-net/

Slides: https://docs.google.com/presentation/d/1zOAsZt1IsDLuU-zq1K13bq4OPyFq5lMlRmCrk9Nxuk0/edit?usp=sharing

Recording: https://www.youtube.com/watch?v=U0mWGv8R6_Q

10/24/2020 - State of the Art: The Lottery Ticket Hypothesis

Paper: https://arxiv.org/abs/1803.03635

Code: https://github.com/google-research/lottery-ticket-hypothesis

Slides: https://docs.google.com/presentation/d/1bGA0oKFUihA1BiLgePDzJMNF_JH7dXeje34TBi6mJLc/edit?usp=sharing

10/24/2020 - Foundations: ImageNet

Paper: https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf

Code:

Slides: https://docs.google.com/presentation/d/1hcTjEwK_1vNgmnjI87Pe9ovmiVGYgSXUpV0EwHxdhXw/edit#slide=id.ga4bb48bfa5_0_5

Discussion Notes: https://docs.google.com/document/d/18gOWxqenYeAtYpHPgwCjMuMzjseTGqPcPfjdqVpia-E/edit?usp=sharing

10/2/2020 - Enhancing the reliability of out-of-distribution image detection in neural networks

Paper: https://arxiv.org/pdf/1706.02690.pdf

Code: https://github.com/facebookresearch/odin

Slides: https://docs.google.com/presentation/d/1qn6JUBme866YJxoJRfbCkiv4QuJ6aBrlonNQ_jCvRzg/edit?usp=sharing

Discussion Notes: https://docs.google.com/document/d/1uw-EaQixwILztID4P_iTfUVIiiziukjmj6vJStZInfQ/edit?usp=sharing