Research described in these 2 papers: UNIC - europe.naverlabs.com/unic #ECCV2024 DUNE - europe.naverlabs.com/dune #CVPR2025

🎬 Nice video illustrating our recent line of work on multi-teacher distillation for learning visual representations

ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains @psuma.bsky.social @gkordo.bsky.social @skamalas.bsky.social @gtolias.bsky.social tl;dr: SuperGlue, but single score on light-weight top descriptors. Most important thing is dustbin. arxiv.org/abs/2603.28603

🤞🏾A few days left for #CVPR submissions. 🪩 If submitting a paper on composed image retrieval, test your method on i-CIR, the real-world, truly compositional dataset. #cvpr2026 #composed_image_retrieval #image_retrieval

We’re #HiringNow a Senior Research Scientist in ML for Robotics in Grenoble, France Don't miss us at #iros2025 this week to chat about the role, research & team with Darko Drakulic & @rbregier.bsky.social on Tue 21 & Thur 23 Oct! More info on where to find them & job ad ⬇️⬇️

What if your CBM actually doesn’t look at attributes when it explains the classification decision? We suggest to use this dataset and method to generate realistic images with unusual attributes to stress-test explainability methods. @jessica-bader.bsky.social is at ICCV to talk to you about it!

🌺 Just 4 days to go! Join us in Honolulu for the Instance-Level Recognition and Generation Workshop at #ICCV2025 🏝 🗓️ Oct 19, 8:30am–12:30pm 📍 Room 306 A We’ll have amazing keynotes, plus oral and poster sessions featuring accepted and invited papers. Don’t miss it! ilr-workshop.github.io/ICCVW2025/

👋 I created a feed for ICCV 2025! Use it to share, discuss, and discover everything ICCV 2025 — from workshops, orals, and posters to announcements, social events, and adventures 🌺. 🗣️ Posts appear if you include #iccv2025 or tag @iccv.bsky.social Looking forward to meeting you all! Remember to📌

Did you open-source your #ICCV2025 works? As a PyTorch Ambassador, I would like to write an article to introduce open-sourced ICCV 2025 works (including workshops and demos) for promoting open-source/science + PyTorch If interested, share your work via the form in my reply 👇

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Next #PAISS2025 lecture by Ahmet Iscen on 'web scale fine grained visual recognition'

Dima Damen opens the afternoon session of #PAISS2025 with a presentation on egocentric vision. At which point does an egg become an egg-shell and how do we deal with the fact that the egg-shell looks more like the "old egg" than the "new egg" in the pan now does? @dimadamen.bsky.social

The 4th day of the #PAISS2025 summer school is opened by Jérôme Revaud presenting 'Data-driven 3d vision' and the DUSt3R and MASt3R family of models.

Is your company interested in reaching Europe's leading AI researchers? If so, don't worry! There are still plenty of opportunity to support #EurIPS as a sponsor. Sponsorship packages are available and can be further customized if necessary. More info at: eurips.cc/become-sponsor/

#ICLR2026 PCs consider prompt injection as an ethics problem, in particular an attempt to collude with a potential malicious reviewer (using an LLM). I can't agree more. blog.iclr.cc/2025/08/26/p...

So, what is #EurIPS anyway? 🤔 EurIPS is a community-driven conference taking place in Copenhagen Denmark endorsed by @neuripsconf.bsky.social and @nordicair.bsky.social and co-developed with @ellis.eu, where you can additionally present your NeurIPS papers.

𝗛𝗢𝗦𝘁𝟯𝗥: 𝗞𝗲𝘆𝗽𝗼𝗶𝗻𝘁-𝗳𝗿𝗲𝗲 𝗛𝗮𝗻𝗱-𝗢𝗯𝗷𝗲𝗰𝘁 𝟯𝗗 𝗥𝗲𝗰𝗼𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻 𝗳𝗿𝗼𝗺 𝗥𝗚𝗕 𝗶𝗺𝗮𝗴𝗲𝘀 Anilkumar Swamy, Vincent Leroy, Philippe Weinzaepfel ... Grégory Rogez arxiv.org/abs/2508.16465 Trending on www.scholar-inbox.com

𝗛𝗔𝗠𝗦𝘁𝟯𝗥: 𝗛𝘂𝗺𝗮𝗻-𝗔𝘄𝗮𝗿𝗲 𝗠𝘂𝗹𝘁𝗶-𝘃𝗶𝗲𝘄 𝗦𝘁𝗲𝗿𝗲𝗼 𝟯𝗗 𝗥𝗲𝗰𝗼𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻 Sara Rojas, Matthieu Armando, Bernard Ghamen ... Gregory Rogez arxiv.org/abs/2508.16433 Trending on www.scholar-inbox.com

Check out HAMSt3R 🐹 A human-aware multi-view 3D reconstruction method from NLE, accepted at ICCV 2025!

Processing and acquisition traces in visual encoders: What does CLIP know about your camera? @ryan-ramos.bsky.social @stojnicv.xyz @gkordo.bsky.social Yuta Nakashima @gtolias.bsky.social @noagarciad.bsky.social tl;dr: CLIP sees difference DSLR vs iphone, DINO doesn't. arxiv.org/abs/2508.10637 1/

HOSt3R: Keypoint-free Hand-Object 3D Reconstruction from RGB images Anilkumar Swamy, @vincentleroy.bsky.social @weinzaepfelp.bsky.social Jean-Sébastien Franco, Grégory Rogez tl;dr: DUSt3R tuned on hands-pose dataset + handcrafted 3D reconstruction system arxiv.org/abs/2508.16465

From: www.argmin.net/p/the-negron...

"Asked to generate intervention plans for struggling students, AI teacher assistants recommended more-punitive measures for hypothetical students with Black-coded names and more supportive approaches for students the platforms perceived as white" www.chalkbeat.org/2025/08/06/a...

most people want a quick and simple answer to why AI systems encode/exacerbate societal and historical bias/injustice and due to the reductive but common thinking of "bias in, bias out," the obvious culprit often is training data but this is not entirely true 1/

The biggest update in 3D reconstruction world - VGGT (new weights) has been released for commercial usage as well. Kudos to @jianyuanwang.bsky.social to make this happen! github.com/facebookrese...

so I am one of the 12 people (including the “god-fathers of AI”) that will be at the Vatican this September for a two full-day working group on the Future of AI here is my Vatican approved short provocation on 'AI and Fraternity' for the working group

Deadlines for ICLR 2026 have been communicated on the official site: Abstract: Sep 19 '25 (Anywhere on Earth) Paper: Sep 24 '25 (Anywhere on Earth) iclr.cc/Conferences/... ICLR 2026 will happen in Brazil! ❤️ (Don't fall for the predatory conferences with the same name)

New research from MIT found that those who used ChatGPT can’t remember any of the content of their essays. Key takeaway: the product doesn’t suffer, but the process does. And when it comes to essays, the process *is* how they learn. arxiv.org/pdf/2506.088...

When were #CVPR2025 papers available on arXiv? 👇

#CVPR2025 attendance per country, comparing 2025 and 2024, sorted by diff. Numbers were extracted from these two slides presented by the respective program chairs. (Totals on the slide seem to include virtual registrations, but not the per country numbers) Diff between western and eastern Europe?

I have created a starter pack with researchers from Naver Labs Europe @naverlabseurope.bsky.social: we are in Grenoble, France, and we do research in AI for robotics, computer vision, NLP, machine learning, HRI. go.bsky.app/JdTFu4Q

Our work on "Reasoning in visual navigation..." presented as a "Highlight" by Boris Chidlovskii and Francesco Giuliari at #cvpr2025! Interactive site, play around with dynamical models: europe.naverlabs.com/research/pub... Thanks @weinzaepfelp.bsky.social for the photo. @steevenj7.bsky.social

During today's #CVPR2025 workshops, I will present: - What matters in ImageNav: architecture, pre-training, sim settings, pose (poster & highlight at the Embodied AI workshop) - CondiMen: Conditional Multi-person Human Mesh Recovery (Poster at the Rhobin workshop and at the 3D Humans workshop)

Paper: arxiv.org/abs/2503.19777 Code: github.com/vladan-stojn... Demo: huggingface.co/spaces/stojn... Work with @skamalas.bsky.social, Jiri Matas, and @gtolias.bsky.social.

Wanna the outstanding performance of MASt3R while using a ViT-B or ViT-S encoder instead of its ViT-L one? Don't miss how we build DUNE, a single encoder for diverse 2D & 3D tasks, at this afternoon #CVPR2025 poster session (poster #376). paper: arxiv.org/abs/2503.14405 code: github.com/naver/dune

Are you at @cvprconference.bsky.social? Come by our poster! 📅 Sat 14/6, 10:30-12:30 📍 Poster #395, ExHall D

💜 Huge thanks to our amazing organizers for making #WiCV @cvprconference.bsky.social 2025 possible! 🙌 After 6+ months of near-daily work by 9 dedicated organizers, it’s exciting to see everything come together. So proud of this amazing team! 💪✨

You woke up early in the morning jet-lagged and having a hard time deciding for a workshop today @cvprconference.bsky.social ? Here's a reliable choice for you: our workshop on 🛟 Uncertainty Quantification for Computer Vision! 🗓️ Day: Wed, Jun 11 📍Room: 102 B #CVPR2025 #UNCV2025

Have you heard about HD-EPIC? Attending #CVPR2025 Multiple opportunities to know about the most highly-detailed video dataset with a digital twin, long-term object tracks, VQA,… hd-epic.github.io 1. Find any of the 10 authors attending @cvprconference.bsky.social – identified by this badge. 🧵

Check out our new paper in #CVPR2025! We test the limits of multi-teacher distillation to get one of the most versatile encoders yet. Mixing DINOv2 semantics 🦕, MASt3R multi-view reconstruction 📸📸...📸 and Human Mesh Recovery 🕺💃...🏌️‍♂️ Check our project page: europe.naverlabs.com/research/pub...

🧵 Two new papers at #CVPR2025 on generalization in visual representations — covering both universal encoders for 2D and 3D tasks, and open-vocabulary semantic segmentation Let's dive in! 👇

Famine is so close in Gaza that when it does hit it will be too late for aid to arrive and there will be mass death, UNICEF's Global spokesperson James Elder has warned.

DUNE 🏜️ - multi-teacher distillation extended to heterogeneous teachers: DiNOv2, Multi-HMR and MASt3R - #CVPR2025 Paper: arxiv.org/abs/2503.14405 Project page: europe.naverlabs.com/dune

UNIC 🃏 - multi-teacher distillation to create a UNIC model for classification - #ECCV2024 Paper: eccv.ecva.net/virtual/2024... Project page: europe.naverlabs.com/unic

Fake it till you make it 🦄 - training visual representations from a synthetic clone of ImageNet - #CVPR2023 Paper: arxiv.org/abs/2212.08420 Project page: europe.naverlabs.com/imagenet-sd/

CoG ⚙️ - a benchmark to study the generalization of pretrained models to unseen concepts - #ICCV2021 Paper: arxiv.org/abs/2012.05649 Project page: europe.naverlabs.com/cog-benchmark

Many thanks again for the invitation and thanks everyone who came chatting and asking questions after the talk 😍 If you couldn't make it and are interested, the talk title was: *Breaking the mold:Teaching Visual Models to Generalize* and it covered the following papers 🔽

Last poster session ! (With that gorgeous Dune poster 🤩)

Oh. My. Fucking. God. This is part of the prompt used to identify Veterans Affairs contracts that should be canceled, or, using the very-much non-technical term "munched". www.propublica.org/article/insi...

The second Keynote of CVPR@Paris is given by @dlarlus.bsky.social of @naverlabseurope.bsky.social on "Breaking the mold", generalization in computer vision.