Agenda & minutes:
- Welcome to the 8th meeting.
- Any other updates/news/inputs/comments?
- Future meetings:
- Next meeting(s): Any suggestions or requests?
- Readings, viewings, etc.:
- We viewed and discussed https://www.youtube.com/watch?v=4Bdc55j80l8
- We read the first two paragraphs of https://www.marktechpost.com/2022/03/07/an-introduction-to-saliency-maps-in-deep-learning/ and could potentially continue with it next time.
Meeting ended here.
- Future reading possibilities:
- https://e2eml.school/transformers.html: "Transformers From Scratch"
- MM would like to step us through some of the resources available from NVIDIA.
- MM suggests explainable AI as a reading/discussion topic.
- MM suggests https://www.youtube.com/watch?v=4Bdc55j80l8&ab_channel=The A.I.Hacker-MichaelPhi as a transformer video.
- 2021 Turing Award lecture paper: https://dl.acm.org/doi/pdf/10.1145/3448250
- Anticipative Video Transformer, https://facebookresearch.github.io/AVT/?fbclid=IwAR1RurSM33v8baN10H9JCX_dvVNtscydsLupaB8NMgKOmNIPjIwD3XO2vOA.
- "Deep learning—a first meta-survey of selected reviews across scientific disciplines, their commonalities, challenges and research impact," https://peerj.com/articles/cs-773.
- We read the abstract. It is not clear whether we should continue reading material from it. Any opinions/thoughts/comments?
- "Attention is all you need," https://proceedings.neurips.cc/paper/2017/file/3f5ee243547dee91fbd053c1c4a845aa-Paper.pdf. Attention is all you need, A Vaswani, N Shazeer, N Parmar… - Advances in neural …, 2017 - proceedings.neurips.cc … Cited by 35,980
- We have read through section 3 so we could start with 3.1 next time we look at it. However this paper seems dense for our current state of understanding, so we'll put it on hold.
- Featured resource: Short and long videos -
- A longer video (44 min. but can skip last 10 minutes about negative result): https://www.youtube.com/watch?v=HfnjQIhQzME&authuser=1. We watched up to time 16:00. However this is a bit ahead of what we want so we'll put it on hold.
- Some quantum computing references we could read as needed (from VW):
- - Quantum crossing threshold (free): https://www.nature.com/articles/s41586-021-04273-w
- - Crossing threshold in silicon: https://www.nature.com/articles/s41586-021-04182-y
- - Three-qubit donor processor in Si: https://www.nature.com/articles/s41586-021-04292-7
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