Journal Club

Notes for papers read in the MIT Medical Vision Group's journal club (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 | notes)
• (October 2) Closed-form solution of absolute orientation using unit quaternions by Berthold Horn (paper | notes)

Reinforcement learning in medical imaging

• (September 25) Mastering the game of Go without human knowledge by D. Silver et al. (paper | notes)
• (September 18) Evaluating reinforcement learning agents for anatomical landmark detection by A. Alansary et al. (paper | notes)
• (September 11) Robust Non-Rigid Registration Through Agent-Based Action Learning by J. Krebs et al. (paper | notes)

Fixed-point iteration models

• (August 30) Deep Equilibrium Models by S. Bai et al. (paper | notes)
• (August 23) Self-Supervised Deep Equilibrium Models for Inverse Problems with Theoretical Guarantees by W. Gan et al. (paper | notes)