https://github.com/eigenvivek/journalclub

Notes from the Medical Vision Group's journal club
https://github.com/eigenvivek/journalclub

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Notes from the Medical Vision Group's journal club

• Host: GitHub
• URL: https://github.com/eigenvivek/journalclub
• Owner: eigenvivek
• Created: 2023-08-22T15:20:59.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-10-05T14:30:03.000Z (about 1 year ago)
• Last Synced: 2024-10-11T00:27:58.104Z (about 1 month ago)
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• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
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  • Readme: README.md

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README

        
# Journal Club

Notes for papers read in the MIT Medical Vision Group's [journal club](https://groups.csail.mit.edu/vision/golland/group_meeting/doku.php) (open to the public!).

## Fall 2023

Optimization on SO(3)

- (**October 16**) *Vector Neurons: A General Framework for SO(3)-Equivariant Networks* by C. Deng *et al.* ([paper](https://arxiv.org/abs/2104.12229) | [notes]())

- (**October 2**) *Closed-form solution of absolute orientation using unit quaternions* by Berthold Horn ([paper](https://www.cvl.iis.u-tokyo.ac.jp/~oishi/Papers/Alignment/Horn_Closed-form_JOSA1987.pdf) | [notes]())

Reinforcement learning in medical imaging

- (**September 25**) *Mastering the game of Go without human knowledge* by D. Silver *et al.* ([paper](https://ai6034.mit.edu/wiki/images/Nature24270_AlphaGoZero.pdf) | [notes]())

- (**September 18**) *Evaluating reinforcement learning agents for anatomical landmark detection* by A. Alansary *et al.* ([paper](https://openreview.net/pdf?id=SyQK4-nsz) | [notes]())

- (**September 11**) *Robust Non-Rigid Registration Through Agent-Based Action Learning* by J. Krebs *et al.* ([paper](https://inria.hal.science/hal-01569447/document) | [notes]())

Fixed-point iteration models

- (**August 30**) *Deep Equilibrium Models* by S. Bai *et al.* ([paper](https://arxiv.org/abs/1909.01377) | [notes](23fall/23.08.30.md))

- (**August 23**) _Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees_ by W. Gan *et al.* ([paper](https://arxiv.org/abs/2210.03837) | [notes](23fall/23.08.23.md))