Jason Corso
@jasoncorso.bsky.social
Professor at Michigan | Voxel51 Co-Founder and Chief Scientist | Creator, Builder, Writer, Coder, Human
What was final attendance number at #CVPR2025? @cvprconference.bsky.social
June 17, 2025 at 7:57 PM
What was final attendance number at #CVPR2025? @cvprconference.bsky.social
Exciting CVML result from the @voxel51.bsky.social ML team: zero-shot object detectors are 100,000x cheaper yet rival humans
The zeitgeist claims zero-shot labeling is here but no one measured it. We did. 95%+ performance of human labels 100,000x cheaper & 5,000x faster
arxiv.org/abs/2506.02359
The zeitgeist claims zero-shot labeling is here but no one measured it. We did. 95%+ performance of human labels 100,000x cheaper & 5,000x faster
arxiv.org/abs/2506.02359
June 4, 2025 at 4:27 PM
Exciting CVML result from the @voxel51.bsky.social ML team: zero-shot object detectors are 100,000x cheaper yet rival humans
The zeitgeist claims zero-shot labeling is here but no one measured it. We did. 95%+ performance of human labels 100,000x cheaper & 5,000x faster
arxiv.org/abs/2506.02359
The zeitgeist claims zero-shot labeling is here but no one measured it. We did. 95%+ performance of human labels 100,000x cheaper & 5,000x faster
arxiv.org/abs/2506.02359
have there been instances of CV/ML conferences where the pre-rebuttal review did NOT have the recommendations published to the authors? I feel like the rebuttal process may be more fruiftul if there was more focus around the content only than the content biased by scores.
May 20, 2025 at 7:04 PM
have there been instances of CV/ML conferences where the pre-rebuttal review did NOT have the recommendations published to the authors? I feel like the rebuttal process may be more fruiftul if there was more focus around the content only than the content biased by scores.
In the latest from idiot-land...how one can be so disconnected from reality is beyond thought. Peoples' livelihoods and, umm, peoples' kitchen tables are in play. Trump Administration Live Updates: President Demands Walmart Keep Prices Low Despite Tariff Costs www.nytimes.com/live/2025/05...
Trump Administration Live Updates: President Demands Walmart Keep Prices Low Despite Tariff Costs
www.nytimes.com
May 17, 2025 at 8:30 PM
In the latest from idiot-land...how one can be so disconnected from reality is beyond thought. Peoples' livelihoods and, umm, peoples' kitchen tables are in play. Trump Administration Live Updates: President Demands Walmart Keep Prices Low Despite Tariff Costs www.nytimes.com/live/2025/05...
It's the last week of @iccv.bsky.social reviewing, a bit before @neuripsconf.bsky.social reviews, among others.
Check your mindset as you review. Are you biased to
(1) finding reasons to reject the paper?
(2) finding reasons to accept the paper?
(3) finding reasons to understand the paper?
Check your mindset as you review. Are you biased to
(1) finding reasons to reject the paper?
(2) finding reasons to accept the paper?
(3) finding reasons to understand the paper?
April 16, 2025 at 1:48 PM
It's the last week of @iccv.bsky.social reviewing, a bit before @neuripsconf.bsky.social reviews, among others.
Check your mindset as you review. Are you biased to
(1) finding reasons to reject the paper?
(2) finding reasons to accept the paper?
(3) finding reasons to understand the paper?
Check your mindset as you review. Are you biased to
(1) finding reasons to reject the paper?
(2) finding reasons to accept the paper?
(3) finding reasons to understand the paper?
It definitely takes a big bank CEO saying it for it to be true. GMAB finance.yahoo.com/news/jpmorga...
JPMorgan's Dimon says economy is facing 'considerable turbulence'
JPMorgan Chase CEO Jamie Dimon said Friday that the economy faces "considerable turbulence" as his bank braces for future loan losses.
finance.yahoo.com
April 11, 2025 at 1:48 PM
It definitely takes a big bank CEO saying it for it to be true. GMAB finance.yahoo.com/news/jpmorga...
🚨🤖🚨 Identity Stolen by AI Agent? Here’s What Happened
I started my day like normal-checking my phone to see what's ahead. But instead of meeting requests or LinkedIn notifications, I saw an AMEX fraud alert. 🚨 Cue the chaos: canceling cards, changing passwords, endless calls. Not fun.
I started my day like normal-checking my phone to see what's ahead. But instead of meeting requests or LinkedIn notifications, I saw an AMEX fraud alert. 🚨 Cue the chaos: canceling cards, changing passwords, endless calls. Not fun.
April 1, 2025 at 1:59 PM
🚨🤖🚨 Identity Stolen by AI Agent? Here’s What Happened
I started my day like normal-checking my phone to see what's ahead. But instead of meeting requests or LinkedIn notifications, I saw an AMEX fraud alert. 🚨 Cue the chaos: canceling cards, changing passwords, endless calls. Not fun.
I started my day like normal-checking my phone to see what's ahead. But instead of meeting requests or LinkedIn notifications, I saw an AMEX fraud alert. 🚨 Cue the chaos: canceling cards, changing passwords, endless calls. Not fun.
US equities are on sale today. Go get'm before they close in three minutes
March 28, 2025 at 7:57 PM
US equities are on sale today. Go get'm before they close in three minutes
Here's one way to support independent journalism. support.theguardian.com/us/contribute
Support the Guardian
Help us deliver the independent journalism the world needs. Support the Guardian by making a contribution.
support.theguardian.com
March 27, 2025 at 3:51 AM
Here's one way to support independent journalism. support.theguardian.com/us/contribute
Selective Transparency and The Battle for Open Source
What a great way to start a new week other than a new contributed article in VentureBeat!!! Focus: the battle for open source AI through the serious risk that selective transparency poses.
venturebeat.com/ai/the-open-...
What a great way to start a new week other than a new contributed article in VentureBeat!!! Focus: the battle for open source AI through the serious risk that selective transparency poses.
venturebeat.com/ai/the-open-...
March 24, 2025 at 1:17 PM
Selective Transparency and The Battle for Open Source
What a great way to start a new week other than a new contributed article in VentureBeat!!! Focus: the battle for open source AI through the serious risk that selective transparency poses.
venturebeat.com/ai/the-open-...
What a great way to start a new week other than a new contributed article in VentureBeat!!! Focus: the battle for open source AI through the serious risk that selective transparency poses.
venturebeat.com/ai/the-open-...
Beware the dual state developing in the US. Enlightening article. www.theatlantic.com/magazine/arc...
America Is Watching the Rise of a Dual State
For most people, the courts will continue to operate as usual—until they don’t.
www.theatlantic.com
March 23, 2025 at 5:40 PM
Beware the dual state developing in the US. Enlightening article. www.theatlantic.com/magazine/arc...
Out with the ^$&*%*, in with Open Large Models! Like a breath of fresh are, there are two key reasons to get rid of your OpenAI subscription today, like I just did.
March 22, 2025 at 4:42 PM
Out with the ^$&*%*, in with Open Large Models! Like a breath of fresh are, there are two key reasons to get rid of your OpenAI subscription today, like I just did.
The academic research funding diaspora in the US is going to suck... Why is everyone so quiet?!
March 11, 2025 at 6:47 PM
The academic research funding diaspora in the US is going to suck... Why is everyone so quiet?!
Super impressed by NVIDIA's strategery to drive impact on multiple layers of the AI compute world. IMO Focused, smaller, specialized models are going to see more practical value and ROI before the large ones that currently dominate the conversation.
March 5, 2025 at 4:03 PM
Super impressed by NVIDIA's strategery to drive impact on multiple layers of the AI compute world. IMO Focused, smaller, specialized models are going to see more practical value and ROI before the large ones that currently dominate the conversation.
🏃 🛣️ 🏃 Visual AI’s path to 99.999% accuracy 🏃 🛣️ 🏃
Excited to share my recent appearance on Techstrong Group's Digital CxO Podcast with Amanda Razani, where we dive deep into the future of visual AI and its path to achieving 99.999% accuracy. techstrong.tv/videos/digit...
@voxel51.bsky.social
Excited to share my recent appearance on Techstrong Group's Digital CxO Podcast with Amanda Razani, where we dive deep into the future of visual AI and its path to achieving 99.999% accuracy. techstrong.tv/videos/digit...
@voxel51.bsky.social
Achieving 99.999% Accuracy for Visual AI - Digital CxO Podcast EP110 - Techstrong TV
In this episode, Amanda Razani speaks with Dr. Jason Corso, co-founder of Voxel 51, about what it will take to achieve almost 100% accuracy in Visual AI, use cases for it, and how this technology coul...
techstrong.tv
February 13, 2025 at 4:02 PM
🏃 🛣️ 🏃 Visual AI’s path to 99.999% accuracy 🏃 🛣️ 🏃
Excited to share my recent appearance on Techstrong Group's Digital CxO Podcast with Amanda Razani, where we dive deep into the future of visual AI and its path to achieving 99.999% accuracy. techstrong.tv/videos/digit...
@voxel51.bsky.social
Excited to share my recent appearance on Techstrong Group's Digital CxO Podcast with Amanda Razani, where we dive deep into the future of visual AI and its path to achieving 99.999% accuracy. techstrong.tv/videos/digit...
@voxel51.bsky.social
🤠 🔥 🤠 Shout out to the amazing and growing team at Voxel51 as we begin our 2025 offsite retreat in Austin! 🤠 🔥 🤠
Making Visual AI a Reality. Every day. Grew to 50 team members, dozens of F500 custs, 3M open source installs...
Stay tuned for a wild 2025 from @voxel51.bsky.social
Making Visual AI a Reality. Every day. Grew to 50 team members, dozens of F500 custs, 3M open source installs...
Stay tuned for a wild 2025 from @voxel51.bsky.social
February 12, 2025 at 2:46 PM
🤠 🔥 🤠 Shout out to the amazing and growing team at Voxel51 as we begin our 2025 offsite retreat in Austin! 🤠 🔥 🤠
Making Visual AI a Reality. Every day. Grew to 50 team members, dozens of F500 custs, 3M open source installs...
Stay tuned for a wild 2025 from @voxel51.bsky.social
Making Visual AI a Reality. Every day. Grew to 50 team members, dozens of F500 custs, 3M open source installs...
Stay tuned for a wild 2025 from @voxel51.bsky.social
happy to have just canceled my X premium sub. ....bring me to an oxygen chamber, stat.
February 8, 2025 at 3:15 PM
happy to have just canceled my X premium sub. ....bring me to an oxygen chamber, stat.
did you know this formula means "active row" in excel?
=ROW()=CELL("row")
lifesaver for me today when sifting through ~800 "relevant" Phd application data....
=ROW()=CELL("row")
lifesaver for me today when sifting through ~800 "relevant" Phd application data....
February 6, 2025 at 6:27 PM
did you know this formula means "active row" in excel?
=ROW()=CELL("row")
lifesaver for me today when sifting through ~800 "relevant" Phd application data....
=ROW()=CELL("row")
lifesaver for me today when sifting through ~800 "relevant" Phd application data....
Adapt LLM Vocabularies for New Capabilities
**New Paper Alert** VITRO: Vocabulary Inversion for Time-series Representation Optimization. To appear at ICASSP 2025. w/ Filipos Bellos and Nam Nguyen.
👉 Project Page w/ code: fil-mp.github.io/project_page/
👉 Paper Link: arxiv.org/abs/2412.17921
**New Paper Alert** VITRO: Vocabulary Inversion for Time-series Representation Optimization. To appear at ICASSP 2025. w/ Filipos Bellos and Nam Nguyen.
👉 Project Page w/ code: fil-mp.github.io/project_page/
👉 Paper Link: arxiv.org/abs/2412.17921
February 6, 2025 at 3:42 PM
Adapt LLM Vocabularies for New Capabilities
**New Paper Alert** VITRO: Vocabulary Inversion for Time-series Representation Optimization. To appear at ICASSP 2025. w/ Filipos Bellos and Nam Nguyen.
👉 Project Page w/ code: fil-mp.github.io/project_page/
👉 Paper Link: arxiv.org/abs/2412.17921
**New Paper Alert** VITRO: Vocabulary Inversion for Time-series Representation Optimization. To appear at ICASSP 2025. w/ Filipos Bellos and Nam Nguyen.
👉 Project Page w/ code: fil-mp.github.io/project_page/
👉 Paper Link: arxiv.org/abs/2412.17921
The collective AC community would have hours of their lives saved if @openreviewnet indicated whether or not a paper was withdrawn on the main console page. Just sayin
January 31, 2025 at 10:34 PM
The collective AC community would have hours of their lives saved if @openreviewnet indicated whether or not a paper was withdrawn on the main console page. Just sayin
Dear all #CVPR2025 @cvprconference.bsky.social reviewers --- here is an important reminder that now is the time to look at how your negative reviews were addressed in the rebuttal, but also to GO TO BAT FOR YOUR POSITIVE REVIEWS!
January 31, 2025 at 7:43 PM
Dear all #CVPR2025 @cvprconference.bsky.social reviewers --- here is an important reminder that now is the time to look at how your negative reviews were addressed in the rebuttal, but also to GO TO BAT FOR YOUR POSITIVE REVIEWS!
1/n
Here's a crazy idea for the CV/ML community:
LET'S ABOLISH THE PAGE LIMIT FOR CVPR
(and other conferences).
Here's a crazy idea for the CV/ML community:
LET'S ABOLISH THE PAGE LIMIT FOR CVPR
(and other conferences).
January 30, 2025 at 8:54 PM
1/n
Here's a crazy idea for the CV/ML community:
LET'S ABOLISH THE PAGE LIMIT FOR CVPR
(and other conferences).
Here's a crazy idea for the CV/ML community:
LET'S ABOLISH THE PAGE LIMIT FOR CVPR
(and other conferences).
Take a gander --- all data are not equal...your budget for them should not be either
💎 Introducing ZCore: Find hidden gems in massive datasets without labels.
This open source solution cuts datasets by 95%—perfect for efficient model training, fine-tuning, or eval.
See how it works: voxel51.com/blog/how-to-...
#AI #ML #ComputerVision #Robotics #VisualAI
This open source solution cuts datasets by 95%—perfect for efficient model training, fine-tuning, or eval.
See how it works: voxel51.com/blog/how-to-...
#AI #ML #ComputerVision #Robotics #VisualAI
How to Tame Your (Data) Dragon - Voxel51
Explore the ZCore zero-shot data reduction technique for efficient robotics and Visual AI development, plus see it in action in FiftyOne
voxel51.com
January 21, 2025 at 7:38 PM
Take a gander --- all data are not equal...your budget for them should not be either
Reposted by Jason Corso
💎 Introducing ZCore: Find hidden gems in massive datasets without labels.
This open source solution cuts datasets by 95%—perfect for efficient model training, fine-tuning, or eval.
See how it works: voxel51.com/blog/how-to-...
#AI #ML #ComputerVision #Robotics #VisualAI
This open source solution cuts datasets by 95%—perfect for efficient model training, fine-tuning, or eval.
See how it works: voxel51.com/blog/how-to-...
#AI #ML #ComputerVision #Robotics #VisualAI
How to Tame Your (Data) Dragon - Voxel51
Explore the ZCore zero-shot data reduction technique for efficient robotics and Visual AI development, plus see it in action in FiftyOne
voxel51.com
January 21, 2025 at 4:34 PM
💎 Introducing ZCore: Find hidden gems in massive datasets without labels.
This open source solution cuts datasets by 95%—perfect for efficient model training, fine-tuning, or eval.
See how it works: voxel51.com/blog/how-to-...
#AI #ML #ComputerVision #Robotics #VisualAI
This open source solution cuts datasets by 95%—perfect for efficient model training, fine-tuning, or eval.
See how it works: voxel51.com/blog/how-to-...
#AI #ML #ComputerVision #Robotics #VisualAI
Will @cvprconference.bsky.social 2025 reviewers who have not completed their assignments now (five+ days late) have their own papers desk rejected? Seems fair to me.
January 16, 2025 at 1:43 PM
Will @cvprconference.bsky.social 2025 reviewers who have not completed their assignments now (five+ days late) have their own papers desk rejected? Seems fair to me.