iiinova — where your digital self keeps evolving

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Diane Larlus @dlarlus.bsky.social · 01/09/2026

Our #ECCV2026 IDeaL paper tackles Data-Free Multi-Teacher Distillation 🎓 arxiv.org/abs/2608.24759 see Bülent's thread below 🔽 joint work w @fyavuz1.bsky.social @mbsariyildiz.bsky.social at @naverlabseurope.bsky.social

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Mert Bulent Sariyildiz @mbsariyildiz.bsky.social · 01/09/2026

🧐 Can you distill knowledge from 4 vision teachers into one student using ZERO real images? 🥳 Turns out: YES, and surprisingly well. 📣 Our ECCV 2026 paper "IDeaL" closes most of the gap with real-image distillation, using optimized structured noise.

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Feyza Yavuz @fyavuz1.bsky.social · 01/09/2026

Excited to share our work, IDeaL! Big thanks to @mbsariyildiz.bsky.social and @dlarlus.bsky.social for the guidance and support from day one. At ECCV? We're in Poster Session 2, Thu Sep 10. Come say hi! Paper: arxiv.org/abs/2608.24759 Project page: blisgard.github.io/ideal_project/

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Yannis Kalantidis @skamalas.bsky.social · 27/07/2026

Check out Pau's thread on our new #ECCV2026 paper! 🧵 We propose a proxy for making model merging scalable for real-world computer vision tasks (merging encoders across diverse domains like 2D, 3D, and human understanding)

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Pau de Jorge @pdejorge.bsky.social · 27/07/2026

1/6 Excited to share that our paper on model merging was accepted at ECCV 2026! 🎉 We introduce an efficient, decoder-free proxy that makes model selection faster, simpler and practical across vision tasks. 📄 arxiv.org/abs/2604.12935 🌐 europe.naverlabs.com/task-alignment 🧵👇

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Diane Larlus @dlarlus.bsky.social · 01/06/2026

CVPR in Paris starting with Opening remarks from @davidpicard.eurosky.social

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valeo.ai @valeoai.bsky.social · 18/05/2026

Multiple CVPR 2026 outstanding reviewer awards at @valeoai.bsky.social! Congrats to @anhquancao.bsky.social, D. Hurych, N. Samet, @t-martyniuk.bsky.social, Y. Xu, and alumni @gillespuy.bsky.social, S. Venkataramanan, F. Bartoccioni, @bjoernmichele.bsky.social. media.eventhosts.cc/Conferences/...

media.eventhosts.cc

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Diane Larlus @dlarlus.bsky.social · 02/04/2026

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

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Diane Larlus @dlarlus.bsky.social · 02/04/2026

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

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valeo.ai @valeoai.bsky.social · 19/03/2026

Congratulations to our researchers Renaud Marlet and @abursuc.bsky.social on their repeated recognition as outstanding reviewers at #CVPR, #ICCV, and #ECCV👏👏👏 Thank you for your sharp insights, kindness, and dedication. It's key for the field to count on reviewers like you!

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Sophia Sirko-Galouchenko 🇺🇦 @ssirko.bsky.social · 17/04/2026

1/n New paper - V-GIFT 🎁 Self-supervised tasks like rotation prediction or colorization were big in 2018. Do they still matter? Yes. We turn them into visual instruction tuning data for MLLMs. Result: models rely more on the image and perform better on vision tasks 👀

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ELLIS @ellis.eu · 19/12/2025

🏹 Job alert: 3 PhD positions in AI, Earth Observation, and Science-Policy interface 📍 Vannes 🇫🇷 & Ispra 🇮🇹 📅 Apply by Jan 15th 🔗 www-obelix.irisa.fr/job-offers

www-obelix.irisa.fr

Job offers – OBELIX

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Björn Michele @bjoernmichele.bsky.social · 24/11/2025

🚗🌐 Working on domain adaptation for 3D point clouds / LiDAR? We'll present MuDDoS at BMVC: a method that boosts multimodal distillation for 3D semantic segmentation under domain shift. 📍 BMVC 🕚 Monday, Poster Session 1: Multimodal Learning (11:00–12:30) 📌 Hadfield Hall #859

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Diane Larlus @dlarlus.bsky.social · 21/11/2025

and Aniruddha Kembhavi, Adrien Gaidon, Nicolas Mansard, and Justin Carpentier as afternoon ones

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Nicolas Courty @ncourty.bsky.social · 07/11/2025

One of those internships is on Gromov $\delta$-hyperbolicity for GNNs, and will be cosupervised together with Nicolas, myself and Laetitia Chapel. Take a look and spread the words !

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Sophia Sirko-Galouchenko 🇺🇦 @ssirko.bsky.social · 21/10/2025

Happy to represent Ukraine at #ICCV2025 . Come see my poster today at 11:45 (#399)!

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valeo.ai @valeoai.bsky.social · 17/10/2025

Our recent research will be presented at @iccv.bsky.social! #ICCV2025 We’ll present 5 papers about: 💡 self-supervised & representation learning 🌍 3D occupancy & multi-sensor perception 🧩 open-vocabulary segmentation 🧠 multimodal LLMs & explainability valeoai.github.io/posts/iccv-2...

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Sophia Sirko-Galouchenko 🇺🇦 @ssirko.bsky.social · 18/10/2025

Come say hi to our poster October 21st at 11:45 poster session 1 (#399)! We introduce unsupervised post-training of ViTs that enhances dense features for in-context tasks. First conference as a PhD student, really excited to meet new people.

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NAVER LABS Europe @naverlabseurope.bsky.social · 18/10/2025

Aloha #iccv25 – here we come! Excited to be presenting new *St3R models PANSt3R, HAMSt3R & HOSt3R. We're also introducing ‘Geo4D' and ‘LUDVIG’ 🫢 giving invited talks and mentoring! Full @iccv.bsky.social programme below (or tinyurl.com/asbn5b5d) 🧵1/9

tinyurl.com

ICCV 2025

5 papers, invited speaker, WiCV sponsor and Challenge sponsor

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 07/10/2025

Another great event for @valeoai.bsky.social team: a PhD defense of Corentin Sautier. His thesis «Learning Actionable LiDAR Representations w/o Annotations» covers the papers BEVContrast (learning self-sup LiDAR features), SLidR, ScaLR (distillation), UNIT and Alpine (solving tasks w/o labels).

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 06/10/2025

So excited to attend the PhD defense of @bjoernmichele.bsky.social at @valeoai.bsky.social! He’s presenting his research results of the last 3 years in 3D domain adaptation: SALUDA (unsupervised DA), MuDDoS (multimodal UDA), TTYD (source-free UDA).

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valeo.ai @valeoai.bsky.social · 06/10/2025

It’s PhD graduation season in the team! Today, @bjoernmichele.bsky.social is defending his PhD on "Domain Adaptation for 3D Data" Best of luck! 🚀

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valeo.ai @valeoai.bsky.social · 02/10/2025

Congratulations to our lab colleagues who have been named Outstanding Reviewers at #ICCV2025 👏 Andrei Bursuc @abursuc.bsky.social Anh-Quan Cao @anhquancao.bsky.social Renaud Marlet Eloi Zablocki @eloizablocki.bsky.social @iccv.bsky.social iccv.thecvf.com/Conferences/...

iccv.thecvf.com

2025 ICCV Program Committee

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Gilles Puy @gillespuy.bsky.social · 16/09/2025

Discovered that our RangeViT paper keeps being cited in what might be LLM-generated papers. Number of citations increased rapidly in the last weeks. Too good to be true. Papers popped up on different platforms, but mainly on ResearchGate with ~80 papers in just 3 weeks. [1/]

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Rémi Flamary @rflamary.bsky.social · 29/07/2025

SKADA-Bench : Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation On Diverse Modalities, has been published published in TMLR today 🚀. It was a huge team effort to design (and publish) an open source fully reproducible DA benchmark 🧵1/n. openreview.net/forum?id=k9F...

openreview.net

SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods...

Unsupervised Domain Adaptation (DA) consists of adapting a model trained on a labeled source domain to perform well on an unlabeled target domain with some data distribution shift. While many...

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Andrei Bursuc @abursuc.bsky.social · 21/07/2025

1/ Can open-data models beat DINOv2? Today we release Franca, a fully open-sourced vision foundation model. Franca with ViT-G backbone matches (and often beats) proprietary models like SigLIPv2, CLIP, DINOv2 on various benchmarks setting a new standard for open-source research.

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Rémi Flamary @rflamary.bsky.social · 01/07/2025

The most important aspect when facing data shift is the type of shift present in the data. I will give below a few examples of shifts and some existing methods to compensate for it.🧵1/6

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David Picard @davidpicard.eurosky.social · 27/06/2025

I wrote a notebook for a lecture/exercice on image generation with flow matching. The idea is to use FM to render images composed of simple shapes using their attributes (type, size, color, etc). Not super useful but fun and easy to train! colab.research.google.com/drive/16GJyb... Comments welcome!

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Sophia Sirko-Galouchenko 🇺🇦 @ssirko.bsky.social · 25/06/2025

1/n 🚀New paper out - accepted at #ICCV2025! Introducing DIP: unsupervised post-training that enhances dense features in pretrained ViTs for dense in-context scene understanding Below: Low-shot in-context semantic segmentation examples. DIP features outperform DINOv2!

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#CVPR2026 @cvprconference.bsky.social · 10/05/2025

Behind every great conference is a team of dedicated reviewers. Congratulations to this year’s #CVPR2025 Outstanding Reviewers! cvpr.thecvf.com/Conferences/...

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 28/04/2025

Our paper "LiDPM: Rethinking Point Diffusion for Lidar Scene Completion" got accepted to IEEE IV 2025! tldr: LiDPM enables high-quality LiDAR completion by applying a vanilla DDPM with tailored initialization, avoiding local diffusion approximations. Project page: astra-vision.github.io/LiDPM/

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Patrick Pérez @ptrkprz.bsky.social · 16/01/2025

New sharing step on our journey towards easy-to-use fully-open models.

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Éloi Zablocki @eloizablocki.bsky.social · 29/11/2024

🥐 Building a Computer Vision FR Starter Pack! 👉 Who else should be included? Comment below or DM me to be added go.bsky.app/dfvcLZ

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