Interesting take on this “quiet” policy change about grant duration especially amidst the noise over the last year wrt grant funding. However I suspect this choice is a short term well intentioned tactic to deploy current FY funds. www.nytimes.com/interactive/...

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

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...

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?

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.

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

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-...

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.

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.

🏃 🛣️ 🏃 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

🤠 🔥 🤠 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

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....

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

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!

1/n 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

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.

@openreview.bsky.social On OpenReview.netAre there any python libraries to support ACs managing paper load and delinquent reviewers? There's way to much clickey-clickey needed during the process of chasing reviewers...

Have y'all seen TransPixar yet? Transparency-specific tokens in the Diffusion Transformer leads to some of the most compelling and practical video gen work I've see to date. So impressed by this. wileewang.github.io/TransPixar/

When you're digging out of emails after a break, do you actually work through each email or massive block delete? SO MANY EMAILS!!!

I'm absolutely delighted to being playing w/ Aerospace github.com/nikitabobko/.... Having recently switched back to MacOS from Debian+i3 for minute-to-minute os, this UX-fix sw is amazing. I'm acknowledging that it's probably going to take as much or more time to get mac to behave as it did D+i3!

👣 🔥 👣 Exploring the Path to Safe, Cooperative AI 👣 🔥 👣 Research Seminar Video Alert Curious Embeddings, Hazy Oracles, and the Path to Safe, Cooperative AI Given at UPenn's ASSET AI Center Series December 2024 Video Link: youtu.be/Ck3ma6L4lug

🥒 ⛔ 🥒 Mistake Detection for Human-AI Teams with VLMs New Paper Alert! Explainable Procedural Mistake Detection With coauthors Shane Storks, Itamar Bar-Yossef, Yayuan Li, Zheyuan Zhang and Joyce Chai Full Paper: arxiv.org/abs/2412.11927

⚠️ 📈 ⚠️ Annotation mistakes got you down? ⚠️ 📈 ⚠️ State of the art mislabel detection to fix the glass ceiling, save MLE time, and save money! Try it on your problem! 👉 Paper Link: arxiv.org/abs/2412.02596 👉 GitHub Repo: github.com/voxel51/reco...

🎥🖐🎥🖐 New Video GenAI with Better Rendering of Hands -> Instructional Video Generation New Paper Alert! 👉 Project Page: excitedbutter.github.io/project_page/ 👉 Paper Link: arxiv.org/abs/2412.04189 👉 GitHub Repo: github.com/ExcitedButte...

🤩 Super happy with the @cvprconference.bsky.social 2025 PCs' job so far! 🤩 Thanks. Nice job. From handling 13K+ submissions, to managing a complex reviewer pool. In my batch, I have 11 Full Professor or Principal-X reviewers and 10 PhD students (all senior). Wow! Hope everyone's is as strong.

PSA to high school seniors: you will do great no matter where you go to college. Rejections do not define you. Grow grow grow.

💧 📉 💧 Are you wasting money & time: does your data have a leak? 💧 📉 💧 New open source AI feature alert! Leaky splits can be the bane of ML models, giving a false sense of confidence, and a nasty surprise in production. Blog medium.com/voxel51/on-l... Code github.com/voxel51/fift...

👽 📈 👽 New Paper Alert! 👽 📈 👽 Class-wise Autoencoders Measure Classification Difficulty and Detect Label Mistakes Understanding how hard a machine learning problem is has been quite elusive. Not any more. Paper Link: arxiv.org/abs/2412.02596 GitHub Repo: github.com/voxel51/reco...

First hand shrinkflation. This bacon Gouda sandwich (next to a tall coffee) is embarrassingly smaller than I last recall. What the….

New paper alert! Zero-Shot Coreset Selection: Efficient Pruning for Unlabeled Data Training models requires massive amounts of labeled data. ZCore shows you that you need less labeled data to train good models. Paper Link: arxiv.org/abs/2411.15349 GitHub Repo: github.com/voxel51/zcore