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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 16/09/2026

(1/n) Can older lidar SSC models catch up with recent SOTA just by getting better inputs? At #ICIP2026 today and in our new journal extension, we add two cheap priors to existing networks, with no redesign. 📍 Poster #2752, Park Hall, 14:00–16:00 🇫🇮 🧵👇

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 16/09/2026

kinda chic to wrap up the talk right on time 💅 Great plenary talk by Stéphane Mallat, on Understanding Image and Physics AI Generation with Harmonic Analysis. #ICIP2026

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 13/09/2026

#ICIP2026 First impressions: the venue is amazing! If you’re attending and wanna talk all things 3D scene understanding - hit me up on the conference app!

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 01/09/2026

Attending a Hi! Paris 1st Workshop on 3D Perception and Navigation at ENSTA, Institut Polytechnique de Paris.

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Reposted by Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮

valeo.ai @valeoai.bsky.social · 27/07/2026

Multiple #ECCV2026 outstanding reviewer awards at @valeoai.bsky.social! Congrats to A. Boulch, @abursuc.bsky.social, @anhquancao.bsky.social, N. Samet, @t-martyniuk.bsky.social, Y. Xu, to our visiting PhD student E. Karypidis, and to our alumnus @gillespuy.bsky.social!

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 01/06/2026

Stop by our poster “Exploring Easy Boosts for Lidar Semantic Scene Completion” at #CVPRinParis. We explore 2 priors - semantics and visibility - and how they can improve even old SSC baselines with just an easy tweak to the input tensor. The code will be released soon github.com/astra-vision...

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 23/01/2026

Quick update: there was an access issue with the DAD-3DHeads dataset, but it’s now fixed ✅ The dataset is available now on Hugging Face: 👉 huggingface.co/datasets/t-m... P.S. There is no need to send us your test submissions for evaluation anymore, you can do it yourselves now! You're welcome :)

huggingface.co

t-martyniuk/DAD-3DHeadsDataset · Datasets at Hugging Face

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 13/01/2026

I had a very realistic dream that reviewing deadline for cvpr was postponed by 1 day, and until 11am today I honestly believed that I have 1 more day to safely and slowly complete my review :/ what a shock I had checking my email and not seeing any proof of my dream being real

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 12/12/2025

Attending the PhD defense of Yasser Benigmim at Telecom Paris today, - Domain Adaptation in the era of Foundation Models. The presentation spanned over various settings in which the Foundation Models could enhance DA for semantic segmentation.

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 13/10/2025

The 3rd is the charm: the PhD defense of Ivan Lopes at Inria! Ivan is presenting his results on Materials, Geometry, and Semantics Estimation for scene understanding and editing. Papers: Material Palette, Material Transform and MatSwap (Materials) & StableMTL and DenseMTL (Multi-task learning).

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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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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 25/06/2025

Some #IV2025 statistics: 1/3 of all submissions were uploaded on the last day 🙃

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 24/06/2025

On one hand you might think “The conference destinations that are not exotic enough are not as cool”. But let me just tell you: I feel like I’m at a wedding in Bukovyna rn, and I mean it in the best way possible! Such an amazing reception and beautiful Romanian folk music :) #iv2025

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 23/06/2025

Presenting our project #LiDPM in the afternoon oral session at #IV2025! Project page: astra-vision.github.io/LiDPM/ w/ @gillespuy.bsky.social, @alexandreboulch.bsky.social, Renaud Marlet, Raoul de Charette Also, see our poster at 3pm in the Caravaggio room and AMA 😉

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

Presenting LiDPM today at #CVPRinParis, such a great poster session, many new acquaintances and curious questions! #cvpr #cvpr2025 Next stop: #IV2025.

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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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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 21/01/2025

You realize that you became a slave of your research project when you can’t go to bed without launching some training on inference scripts - otherwise the GPUs will be shamelessly idle for the whole night.

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 27/11/2024

Removed «Discover» feed for good now, currently keeping these four, but flagging «Mutuals» as potentially redundant for now. What do your feeds look like?

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Tetiana Martyniuk🇺🇦@ ICIP’26🇫🇮 @t-martyniuk.bsky.social · 27/11/2024

testing this as a «bookmarks» hack now: a bit weird UX with the whole «reporting» vibe, but otherwise gets the job done 💪

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