This makes it clear that (linear transformation associated to) the adjacency matrix is in fact of reasonable provenance: pullback along source, pushforward along target — it's a transfer operator!
September 14, 2026 at 3:14 AM
This makes it clear that (linear transformation associated to) the adjacency matrix is in fact of reasonable provenance: pullback along source, pushforward along target — it's a transfer operator!
"... a moment in nature where you feel nothing but the present. It motivates me to truly ground myself, breathe, and push forward. Crashing waves."
- Jonathan Keltz
#crashing #waves #grounded #pushforward #breathe #photography #nature #present #shoreline #westcoast
- Jonathan Keltz
#crashing #waves #grounded #pushforward #breathe #photography #nature #present #shoreline #westcoast
March 8, 2025 at 5:39 PM
"... a moment in nature where you feel nothing but the present. It motivates me to truly ground myself, breathe, and push forward. Crashing waves."
- Jonathan Keltz
#crashing #waves #grounded #pushforward #breathe #photography #nature #present #shoreline #westcoast
- Jonathan Keltz
#crashing #waves #grounded #pushforward #breathe #photography #nature #present #shoreline #westcoast
They propose a new paradigm called Drifting Models, which evolve the pushforward distribution during training and naturally admit one-step inference. We introduce a drifting field that governs the sample movement and achieves equilibrium when the distributions match.
February 6, 2026 at 2:30 AM
They propose a new paradigm called Drifting Models, which evolve the pushforward distribution during training and naturally admit one-step inference. We introduce a drifting field that governs the sample movement and achieves equilibrium when the distributions match.
It’s not pushback. It’s pushforward. That’s AI innovation.
May 7, 2026 at 9:37 PM
It’s not pushback. It’s pushforward. That’s AI innovation.
Genuinely love to go into a meeting prepared for massive pushback, and instead get... pushforward? Like, one of the people I was pitching to asked "why aren't you asking us to do more?" and then laid out a bunch of concrete things they were prepared to take on. 😭
November 5, 2025 at 10:00 PM
Genuinely love to go into a meeting prepared for massive pushback, and instead get... pushforward? Like, one of the people I was pitching to asked "why aren't you asking us to do more?" and then laid out a bunch of concrete things they were prepared to take on. 😭
In the "full generative model", the prior implies a pushforward distribution in data space.
examples:
- In Bayesian modeling terms, that's the prior predictive
- In generative text-to-image models, unconditional generation means "no text prompt"
In both cases, you can use that as modeling signal.
examples:
- In Bayesian modeling terms, that's the prior predictive
- In generative text-to-image models, unconditional generation means "no text prompt"
In both cases, you can use that as modeling signal.
February 16, 2026 at 3:53 PM
In the "full generative model", the prior implies a pushforward distribution in data space.
examples:
- In Bayesian modeling terms, that's the prior predictive
- In generative text-to-image models, unconditional generation means "no text prompt"
In both cases, you can use that as modeling signal.
examples:
- In Bayesian modeling terms, that's the prior predictive
- In generative text-to-image models, unconditional generation means "no text prompt"
In both cases, you can use that as modeling signal.
📣Vacancy announcement: we are looking for a recent graduate to join the #Gender & #Disarmament programme at UNIDIR (aka the #pushforward team).
Deadline for applications: 25 November
Help us spread the word!
👉 unidir.org/who-we-are/j...
Deadline for applications: 25 November
Help us spread the word!
👉 unidir.org/who-we-are/j...
unidir.org
November 20, 2024 at 8:04 AM
📣Vacancy announcement: we are looking for a recent graduate to join the #Gender & #Disarmament programme at UNIDIR (aka the #pushforward team).
Deadline for applications: 25 November
Help us spread the word!
👉 unidir.org/who-we-are/j...
Deadline for applications: 25 November
Help us spread the word!
👉 unidir.org/who-we-are/j...
December 4, 2024 at 9:46 PM
Avoiding criticism in life sounds easy. But it costs your voice, your dreams, your purpose. Choose bold over quiet.
#QuoteTweet #DailyInspo #PushForward #Quotes
#QuoteTweet #DailyInspo #PushForward #Quotes
Avoiding Criticism in Life: Why Playing Safe Fails You
Avoiding criticism in life may feel safe, but it stops growth, action, and purpose. Learn why facing judgment matters more.
quotes.thisgrandpablogs.com
February 21, 2026 at 12:00 PM
Avoiding criticism in life sounds easy. But it costs your voice, your dreams, your purpose. Choose bold over quiet.
#QuoteTweet #DailyInspo #PushForward #Quotes
#QuoteTweet #DailyInspo #PushForward #Quotes
Compute a pushforward. Now compute a pullback. I might be smooth but this tensor is sending me mixed signals.
March 16, 2025 at 2:57 AM
Compute a pushforward. Now compute a pullback. I might be smooth but this tensor is sending me mixed signals.
Following feedback from @aurelienallard.bsky.social, we've updated our preprint. The key change is that a claim false positives have not been observed was too sensitive to assumptions and has been removed and replaced by a pushforward analysis of our model.
osf.io/preprints/so...
osf.io/preprints/so...
OSF
osf.io
October 9, 2024 at 12:06 PM
Following feedback from @aurelienallard.bsky.social, we've updated our preprint. The key change is that a claim false positives have not been observed was too sensitive to assumptions and has been removed and replaced by a pushforward analysis of our model.
osf.io/preprints/so...
osf.io/preprints/so...
PSA for #QuantumResources2025. There's an outdoor gym nearby the Maison Glad hotel at
www.google.com/maps/place//...
Each morning I've been able to do my routine exercises, consisting of isometric poses, Stinespring dilations, contraction coefficients, Pullback-Lieblers, pushforward measures, etc.
www.google.com/maps/place//...
Each morning I've been able to do my routine exercises, consisting of isometric poses, Stinespring dilations, contraction coefficients, Pullback-Lieblers, pushforward measures, etc.
Google Maps
Find local businesses, view maps and get driving directions in Google Maps.
www.google.com
March 18, 2025 at 12:08 AM
PSA for #QuantumResources2025. There's an outdoor gym nearby the Maison Glad hotel at
www.google.com/maps/place//...
Each morning I've been able to do my routine exercises, consisting of isometric poses, Stinespring dilations, contraction coefficients, Pullback-Lieblers, pushforward measures, etc.
www.google.com/maps/place//...
Each morning I've been able to do my routine exercises, consisting of isometric poses, Stinespring dilations, contraction coefficients, Pullback-Lieblers, pushforward measures, etc.
I recently updated my Markov chain Monte Carlo analysis and diagnostic tools, github.com/betanalpha/m.... New features include the ability to overlay expectand pushforward histograms, an ensemble quantile estimators, and a general expectand pushforward evaluation function.
GitHub - betanalpha/mcmc_diagnostics: Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan
Markov chain Monte Carlo general, and Hamiltonian Monte Carlo specific, diagnostics for Stan - betanalpha/mcmc_diagnostics
github.com
September 6, 2024 at 2:42 PM
I recently updated my Markov chain Monte Carlo analysis and diagnostic tools, github.com/betanalpha/m.... New features include the ability to overlay expectand pushforward histograms, an ensemble quantile estimators, and a general expectand pushforward evaluation function.
imo the original paper (arxiv.org/abs/2602.04770) is well written, but there are already some implementations/blog posts about it (github.com/Algomancer/M...)
Generative Modeling via Drifting
Generative modeling can be formulated as learning a mapping f such that its pushforward distribution matches the data distribution. The pushforward behavior can be carried out iteratively at inference...
arxiv.org
February 7, 2026 at 5:22 PM
imo the original paper (arxiv.org/abs/2602.04770) is well written, but there are already some implementations/blog posts about it (github.com/Algomancer/M...)
"You don't need a weatherman to know which way the wind blows."
- Bob Dylan
#NeverGiveUp #Thankful #PushForward
- Bob Dylan
#NeverGiveUp #Thankful #PushForward
July 23, 2026 at 9:25 AM
"You don't need a weatherman to know which way the wind blows."
- Bob Dylan
#NeverGiveUp #Thankful #PushForward
- Bob Dylan
#NeverGiveUp #Thankful #PushForward
This leads to a training objective that allows the neural network optimizer to evolve the distribution.
In experiments, their one-step generator achieves state-of-the-art results on ImageNet at 256 x 256 resolution, with an FID of 1.54 in latent space and 1.61 in pixel space.
In experiments, their one-step generator achieves state-of-the-art results on ImageNet at 256 x 256 resolution, with an FID of 1.54 in latent space and 1.61 in pixel space.
Generative Modeling via Drifting
Generative modeling can be formulated as learning a mapping f such that its pushforward distribution matches the data distribution. The pushforward behavior can be carried out iteratively at inference...
arxiv.org
February 6, 2026 at 2:30 AM
This leads to a training objective that allows the neural network optimizer to evolve the distribution.
In experiments, their one-step generator achieves state-of-the-art results on ImageNet at 256 x 256 resolution, with an FID of 1.54 in latent space and 1.61 in pixel space.
In experiments, their one-step generator achieves state-of-the-art results on ImageNet at 256 x 256 resolution, with an FID of 1.54 in latent space and 1.61 in pixel space.
The guy looks like Senior Pink from One Piece. #FrightClub
a cartoon of a man wearing sunglasses and a pink scarf with the words pushforward on the bottom
Alt: a cartoon of a man wearing sunglasses and a pink scarf with the words pushforward on the bottom
media.tenor.com
October 18, 2025 at 3:14 AM
The guy looks like Senior Pink from One Piece. #FrightClub
I want to put my mouth there. Not on the leather but through it. I want to breathe hot against the fabric until you feel me until your hips shift until you're pushing forward.
More on Fanvue www.fanvue.com/landofaimen #BreatheHot #PushForward
More on Fanvue www.fanvue.com/landofaimen #BreatheHot #PushForward
May 24, 2026 at 1:30 AM
I want to put my mouth there. Not on the leather but through it. I want to breathe hot against the fabric until you feel me until your hips shift until you're pushing forward.
More on Fanvue www.fanvue.com/landofaimen #BreatheHot #PushForward
More on Fanvue www.fanvue.com/landofaimen #BreatheHot #PushForward
The pushforward analysis was a great sanity check that our model can do more than single-site replications which it finds are largely explainable by replication sample size---not varying rates of false positives in the literature.
October 9, 2024 at 12:13 PM
The pushforward analysis was a great sanity check that our model can do more than single-site replications which it finds are largely explainable by replication sample size---not varying rates of false positives in the literature.
August 28, 2025 at 12:48 PM