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Happily, it turns out that there's a different but mathematically equivalent way of understanding what diffusion models are really learning, that we can use to get a visual and intuitive sense for why the DDPM algorithms work so well.
Happily, it turns out that there's a different but mathematically equivalent way of understanding what diffusion models are really learning that we can use to get a visual and intuitive sense for why the DDPM algorithms work so well.
Now, this makes intuitive sense.
Now, this makes intuitive sense.
intuitive sense, but it has something to do with this little gadget right here.
When I first figured this out, it blew my mind because it just did not make intuitive sense.
it just means that our intuitive sense more easily describes what just happened than what will happen in the future.
is wrong, it just means that our intuitive sense more easily describes what just happened,
If you and I were exactly the people we are now and we were sitting around 500 years ago and there was a horrible lightning storm last night that destroyed all sorts of crops and this is a disaster and stuff, it would have made total intuitive sense to us that we hope the authorities would track down whichever witch did that, which old woman with no teeth and no family living on the edge of the Hamlet was the one who obviously exercised free will in causing that lightning storm.
there was a horrible, like, lightning storm, storm last night that destroyed all sorts of crops and, like, this is a disaster and stuff, it would have made total intuitive sense to us that we hope the authorities would track down whichever witch did that, which old woman with no teeth and no family living on the edge of the hamlet was the one who obviously exercised free will in causing that lightning storm.
but people have an intuitive sense for weight and velocity and impact, which is why in-camera action usually gets a more visceral response from audiences like the physics are absolutely real.
But people have an intuitive sense for for weight and velocity and impact.
But on so many occasions, I've had this intuitive sense I've been using them just to come to a conclusion that I wanted to, or as a way of avoiding working on the thing that I actually needed to work on.
But on so many occasions I've had this intuitive sense.
Basically, it seems to make kind of intuitive sense for teachers that you try to choose the materials you're using in the class to match the level of your students.
Basically it seems to make this kind of intuitive sense for teachers that you try to choose
It may require extra work if you have a very simple model and in a lot of cases if you're working for a client in banking or a related role they don't really care if your assumptions make intuitive sense.
And in a lot of cases, if you're working for a client in banking or a related role, they don't really care if your assumptions make intuitive sense.
Um, and—and so that's why, like, a good clinician has a good intuitive sense of what's wrong with someone and can kind of, like, help them, you know, help them, uh, overcome their depression.
and so that's why, like, a good clinician has a good intuitive sense of what's wrong with someone and and can kind of, like, help them, you know, help them, uh, overcome their depression.