Medical Imaging Online Reading Group
Link to sign up for the email listserv.
Current meeting time: Monday 12-1pm EST
Rated 10/10, 5 stars, Weak Accept (Poster).
2022-05-02:
MELBA Symposium Prep
[html]
2022-04-23: Contrastive learning of global and local features for medical image segmentation with limited annotations [arxiv]
2022-04-11:
Contrastive learning of global and local features for medical image segmentation with limited annotations
Chaitanya, Erdil, Karani, Konukoglu
[arxiv]
2022-04-04: (double header)
Deep Metric Learning: a (Long) Survey
Chan Kha Vu
[blog]
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning
Roth, Milbich, Sinha, Gupta, Ommer, Cohen
[arxiv]
2022-03-14: Instant NGP
Muller, Evans, Schied, Keller
[pdf]
[website]
2022-03-7: Implicit Neural Representations for Deformable Image Registration
Wolterink, Zwienenberg, Brune
[openreview]
2022-02-14: Implicit Neural Representations with Periodic Activation Functions
Sitzmann et al. [arxiv]
2022-02-07: From data to functa: Your data point is a function and you should
treat it like one
Dupont, Kim, Eslami, Rendeze, Rosenbaum [arxiv]
2022-01-31: Stochastic segmentation networks
Monteiro et al. [arxiv]
2022-01-24: PHiSeg: Capturing Uncertainty in Medical Image Segmentation
Baumgartner et al. [arxiv]
2022-01-17: Revisiting the Calibration of Modern Neural Networks Minderer et al. [arxiv]
2022-01-10: On the Calibration of Modern Neural Networks
Guo, Pleiss, Sun, Weinberger [arxiv]
2021-12-02: Learning Deep Generative Models of Graphs
Li, Vinyals, Dyer, Pascanu, Battaglia [arxiv]
2021-11-29: MeshCNN: A Network with an Edge
Hanocka, Hertz, Fish, Giryes, Fleishman, Cohen Or [arxiv]