Diane Adjavon
@adjavon.bsky.social
Machine Learning Researcher 🖥🔬🧫 🦆 @ Funke Lab, #HHMIJanelia
Views my own.
Views my own.
Using QuAC, we can translate a GABA synapse into an ACh synapse by making minimal changes (highlighted). The images are much easier to compare: now we see that the post-synaptic density got darker.
Now that we know what to look for, we can actually see this feature in the examples above!
5/6
Now that we know what to look for, we can actually see this feature in the examples above!
5/6
January 15, 2025 at 8:27 PM
Using QuAC, we can translate a GABA synapse into an ACh synapse by making minimal changes (highlighted). The images are much easier to compare: now we see that the post-synaptic density got darker.
Now that we know what to look for, we can actually see this feature in the examples above!
5/6
Now that we know what to look for, we can actually see this feature in the examples above!
5/6
We developed QuAC specifically for biomedical applications.
Here is our favorite example: it is really difficult to notice any obvious differences between EM images of synapses releasing different neurotransmitters (e.g., GABA vs. ACh). There is just too much going on!
4/6
Here is our favorite example: it is really difficult to notice any obvious differences between EM images of synapses releasing different neurotransmitters (e.g., GABA vs. ACh). There is just too much going on!
4/6
January 15, 2025 at 8:24 PM
We developed QuAC specifically for biomedical applications.
Here is our favorite example: it is really difficult to notice any obvious differences between EM images of synapses releasing different neurotransmitters (e.g., GABA vs. ACh). There is just too much going on!
4/6
Here is our favorite example: it is really difficult to notice any obvious differences between EM images of synapses releasing different neurotransmitters (e.g., GABA vs. ACh). There is just too much going on!
4/6
Wouldn’t it be easier if we could make paired images that only differ in class-relevant features?
2/6
2/6
January 15, 2025 at 8:13 PM
Wouldn’t it be easier if we could make paired images that only differ in class-relevant features?
2/6
2/6
Can you spot the difference between the cells on the left and right?
Read on for the solution (and a preprint announcement)… 👇
1/6
Read on for the solution (and a preprint announcement)… 👇
1/6
January 15, 2025 at 8:12 PM
Can you spot the difference between the cells on the left and right?
Read on for the solution (and a preprint announcement)… 👇
1/6
Read on for the solution (and a preprint announcement)… 👇
1/6