
John Kalkhof
@kalkjo
PhD candidate at #MECLabTUDA, @CS_TUDarmstadt | MED-NCA (github.com/MECLabTUDA/M3Dโฆ) โ IPMI Francois Erbsmann Prize & MICCAI Young Scientist Award
ID: 1492114470113529857
11-02-2022 12:33:51
55 Tweet
132 Followers
181 Following

Just discovered early segmentation results from mid-2022 on my drive! Using Neural Cellular Automata to predict 8 classes on the cityscapes dataset. Each cell reveals a different NCA channel. Computer Science, TU Darmstadt! #NeuralCellularAutomata



Ending a wonderful winterโ๏ธsemester of #deeplearning for #medicalimaging in Computer Science, TU Darmstadt. The poster presentation with demos were amazing. Big shout out to the increasing number of๐ฉโ๐ป. Let's hope the positive trends continue.


Delighted to announce Iโm a panelist for MICCAI Students' next Webinar on the MICCAI Review, Rebuttal, Challenge, & Workshop. ๐๏ธ April 5, 3:00-4:30 PM UTC. Looking forward to sharing insights & discussions. #MICCAI Free registration: us02web.zoom.us/webinar/registโฆ.

Our students tested Growing NCA by Alex Mordvintsev on the Sierpinski triangle๐บ, trained on generating the lower half of randomly selected patches. The NCA model didn't see the area below the orange line during training. #NeuralCellularAutomata, Computer Science, TU Darmstadt


Let's examine the robustness of MED-NCA. Even if parts of the input image are erased, MED-NCA still effectively segments the available part of the image. #MICCAI #MECLabTUDA hessian.AI

Thank you, Maria A. Zuluaga , for hosting me! I had a fantastic time visiting the Labs of La Com EURECOM and Inria. It was a pleasure to share my work on #NeuralCellularAutomata. Grateful for this opportunity!


I am extremely thankful for the supervision of my advisor and mentor, Anirban Mukhopadhyay. I also love to thank all the amazing colleagues and former colleagues from #meclabtuda, and all the amazing people who supported me along the way. ๐


Our paper ๐จ๐ป๐๐๐ฝ๐ฒ๐ฟ๐๐ถ๐๐ฒ๐ฑ ๐ง๐ฟ๐ฎ๐ถ๐ป๐ถ๐ป๐ด ๐ผ๐ณ ๐ก๐ฒ๐๐ฟ๐ฎ๐น ๐๐ฒ๐น๐น๐๐น๐ฎ๐ฟ ๐๐๐๐ผ๐บ๐ฎ๐๐ฎ ๐ผ๐ป ๐๐ฑ๐ด๐ฒ ๐๐ฒ๐๐ถ๐ฐ๐ฒ๐ has been accepted at #MICCAI2024. More information will follow soon. Amin Ranem, Anirban Mukhopadhyay, Computer Science, TU Darmstadt, hessian.AI, MICCAI


I will be presenting our work on lightweight and robust segmentation with #NeuralCellularAutomata at the RISE Journal Club, ๐๏ธ Saturday at 4pm MICCAI, Computer Science, TU Darmstadt, Anirban Mukhopadhyay


Excited to be a finalist in the PhD Thesis Madness at #MICCAI2024! Looking forward to presenting on ๐๐๐ฆ๐จ๐๐ซ๐๐ญ๐ข๐ณ๐ข๐ง๐ ๐๐๐๐ซ๐ง๐ข๐ง๐ ๐ฐ๐ข๐ญ๐ก ๐๐๐ฎ๐ซ๐๐ฅ ๐๐๐ฅ๐ฅ๐ฎ๐ฅ๐๐ซ ๐๐ฎ๐ญ๐จ๐ฆ๐๐ญ๐. #MICCAI

I will present our poster on: Unsupervised Training of Neural Cellular Automata on Edge devices in the first poster session of #MICCAI at 10:30. The location is M-AM-271 (Anirban Mukhopadhyay , Amin Ranem, Computer Science, TU Darmstadt)


I will be a panelist at next week's MICCAI Students Webinar. Join on Thursday ๐ 7 November โฐ 5-6pm Register: us02web.zoom.us/webinar/registโฆ
