John Fozard
@johnfoz.bsky.social
ML, Computational Biology, Research Software Engineering. Lancaster/Glasgow.
Reposted by John Fozard
Divide and Conquer Self-Supervised Learning for High-Content Imaging [new]
SpliCER:
Addresses self-supervised learning limitations by splitting images into sections to extract subtle features, improving representation learning.
SpliCER:
Addresses self-supervised learning limitations by splitting images into sections to extract subtle features, improving representation learning.
March 11, 2025 at 3:11 AM
Divide and Conquer Self-Supervised Learning for High-Content Imaging [new]
SpliCER:
Addresses self-supervised learning limitations by splitting images into sections to extract subtle features, improving representation learning.
SpliCER:
Addresses self-supervised learning limitations by splitting images into sections to extract subtle features, improving representation learning.
Reposted by John Fozard
Our work, MedicoSAM, is now on arXiv! We study finetuning SAM for medical images. MedicoSAM improves over SAM and models derived from it, especially for interactive segmentation, see examples in the figure. Preprint at arxiv.org/abs/2501.11734.
Read on for a summary. @anwaiarchit.bsky.social
Read on for a summary. @anwaiarchit.bsky.social
January 22, 2025 at 10:59 AM
Our work, MedicoSAM, is now on arXiv! We study finetuning SAM for medical images. MedicoSAM improves over SAM and models derived from it, especially for interactive segmentation, see examples in the figure. Preprint at arxiv.org/abs/2501.11734.
Read on for a summary. @anwaiarchit.bsky.social
Read on for a summary. @anwaiarchit.bsky.social
Reposted by John Fozard
Similar strategy I've used many times to great effect. I may have stolen this phrasing from @jdlong.cerebralmastication.com
#dataBS
#dataBS
December 13, 2024 at 5:45 PM
Similar strategy I've used many times to great effect. I may have stolen this phrasing from @jdlong.cerebralmastication.com
#dataBS
#dataBS
Reposted by John Fozard
Inventors of flow matching have released a comprehensive guide going over the math & code of flow matching!
Also covers variants like non-Euclidean & discrete flow matching.
A PyTorch library is also released with this guide!
This looks like a very good read! 🔥
arxiv: arxiv.org/abs/2412.06264
Also covers variants like non-Euclidean & discrete flow matching.
A PyTorch library is also released with this guide!
This looks like a very good read! 🔥
arxiv: arxiv.org/abs/2412.06264
December 10, 2024 at 8:35 AM
Inventors of flow matching have released a comprehensive guide going over the math & code of flow matching!
Also covers variants like non-Euclidean & discrete flow matching.
A PyTorch library is also released with this guide!
This looks like a very good read! 🔥
arxiv: arxiv.org/abs/2412.06264
Also covers variants like non-Euclidean & discrete flow matching.
A PyTorch library is also released with this guide!
This looks like a very good read! 🔥
arxiv: arxiv.org/abs/2412.06264
Reposted by John Fozard
Hello world! Following the success of our 2024 Hackathon, we would like to bring you another opportunity to drive forward exciting science! Call for projects is now open and we cannot wait to hear from you. Send us a project abstract by 18th of December. #compbio #science #hackathon
November 29, 2024 at 2:21 PM
Hello world! Following the success of our 2024 Hackathon, we would like to bring you another opportunity to drive forward exciting science! Call for projects is now open and we cannot wait to hear from you. Send us a project abstract by 18th of December. #compbio #science #hackathon
Reposted by John Fozard
apparently my post "you have built a compiler" (rachit.pl/post/you-hav...) has spawned a little genre:
- DBs: dx.tips/oops-database
- K8: www.macchaffee.com/blog/2024/yo...
- Erlang: vereis.com/posts/you_bu...
those who fail to learn about systems are doomed to recreate (crappy versions of) them
- DBs: dx.tips/oops-database
- K8: www.macchaffee.com/blog/2024/yo...
- Erlang: vereis.com/posts/you_bu...
those who fail to learn about systems are doomed to recreate (crappy versions of) them
Dear Sir, You Have Built a Compiler | Rachit Nigam
rachit.pl
November 29, 2024 at 6:06 AM
apparently my post "you have built a compiler" (rachit.pl/post/you-hav...) has spawned a little genre:
- DBs: dx.tips/oops-database
- K8: www.macchaffee.com/blog/2024/yo...
- Erlang: vereis.com/posts/you_bu...
those who fail to learn about systems are doomed to recreate (crappy versions of) them
- DBs: dx.tips/oops-database
- K8: www.macchaffee.com/blog/2024/yo...
- Erlang: vereis.com/posts/you_bu...
those who fail to learn about systems are doomed to recreate (crappy versions of) them
Reposted by John Fozard
Interdisciplinary PhD studentship on “Mathematical modelling of environmental information processing in hybrid aspen” supervised by myself, Prof Peter Stewart (@uofglasgow.bsky.social) and Prof Rishikesh Bhalerao (SLU).
For more information on the project and to apply: www.gla.ac.uk/colleges/mvl...
For more information on the project and to apply: www.gla.ac.uk/colleges/mvl...
University of Glasgow - Colleges - College of Medical, Veterinary & Life Sciences - MVLS Graduate School - PhD Research Opportunities - College Futures PhD Programme - Projects - Fundamentals of Life ...
www.gla.ac.uk
November 26, 2024 at 10:40 AM
Interdisciplinary PhD studentship on “Mathematical modelling of environmental information processing in hybrid aspen” supervised by myself, Prof Peter Stewart (@uofglasgow.bsky.social) and Prof Rishikesh Bhalerao (SLU).
For more information on the project and to apply: www.gla.ac.uk/colleges/mvl...
For more information on the project and to apply: www.gla.ac.uk/colleges/mvl...
Reposted by John Fozard
Anne Gagneux, Ségolène Martin, @quentinbertrand.bsky.social Remi Emonet and I wrote a tutorial blog post on flow matching: dl.heeere.com/conditional-... with lots of illustrations and intuition!
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
November 27, 2024 at 9:00 AM
Anne Gagneux, Ségolène Martin, @quentinbertrand.bsky.social Remi Emonet and I wrote a tutorial blog post on flow matching: dl.heeere.com/conditional-... with lots of illustrations and intuition!
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423
We got this idea after their cool work on improving Plug and Play with FM: arxiv.org/abs/2410.02423