iiinova — where your digital self keeps evolving

Nina Shvetsova @ninashv.bsky.social · 16/12/2025

🔗 Check it out: 👉 Project: m2svid.github.io 📄 Paper: arxiv.org/abs/2505.16565 💻 Code: (coming soon!) @3dvconf.bsky.social

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Nina Shvetsova @ninashv.bsky.social · 16/12/2025

📊 Results: ✅Higher Quality: Our approach outperforms previous state-of-the-art methods, being ranked best 2.6x more often than the second-place method in user studies. ✅Faster: Runs 6x faster than state-of-the-art competitors.

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Nina Shvetsova @ninashv.bsky.social · 16/12/2025

⚡ Moreover, unlike other methods, we generate a new view without iterative diffusion steps, by training end-to-end and minimizing image space losses.

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Nina Shvetsova @ninashv.bsky.social · 16/12/2025

💡 Our Solution: We solve this by extending Stable Video Diffusion to utilize the input video, warped view (using an off-the-shelf depth model), and disocclusion masks to generate a view from the perspective of the other eye, fixing depth errors and inpainting gaps seamlessly.

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Nina Shvetsova @ninashv.bsky.social · 16/12/2025

🛑 The Problem: Warping standard video to a view from perspective of the other eye is tricky. It creates empty "holes" (disocclusions) and messy depth artifacts where the depth model is inaccurate

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Nina Shvetsova @ninashv.bsky.social · 16/12/2025

Do you want to watch monocular videos in a headset with an immersive 3D experience? We propose M2SVid, a novel architecture that converts standard videos into high-quality, temporally consistent stereo.

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Nina Shvetsova @ninashv.bsky.social · 16/12/2025

Excited to share our new paper: M2SVid: End-to-End Inpainting and Refinement for Monocular-to-Stereo Video Conversion! ACCEPTED by 3DV 2026!🎬 👉 Project: m2svid.github.io 📄 Paper: arxiv.org/abs/2505.16565 Done with Goutam Bhat, Prune Truong, @hildekuehne.bsky.social Federico Tombari 🧵👇

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Reposted by Nina Shvetsova

Computer Vision and Machine Learning at MPI Informatics @cvml.mpi-inf.mpg.de · 19/10/2025

ICCV 2025 🌺 Aloha from Hawaii! MPI-INF (D2) is presenting 4 papers this year (one Highlight). Thread 👇

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Reposted by Nina Shvetsova

ELLIS @ellis.eu · 10/09/2025

🌍 11 ELLIS Members and Scholars from five countries have received ERC Starting Grants! Congratulations to all awardees! 👏 Last week @erc.europa.eu awarded 478 grants totaling €761M to support early-career researchers across Europe. 🔗 Learn more: ellis.eu/news/erc-awa...

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Nina Shvetsova @ninashv.bsky.social · 08/08/2025

🚀 UTD is now fully released! Code ✅ Models ✅ 2M video descriptions ✅ Debiased splits for 12 datasets ✅ Everything you need to benchmark video models more fairly is now public: 🔗 github.com/ninatu/utd-p... 🎥 Let’s make video understanding actually about video understanding.

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Reposted by Nina Shvetsova

David Picard @davidpicard.eurosky.social · 01/08/2025

Everybody misses the 1-page rebuttal. These lengthy forum style comments are a nightmare: a nightmare for the authors who spend way too much time writing them, a nightmare for the reviewers who spend too much time understanding them, a nightmare for the ACs who will have to summarize all. Stop it!

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#ICCV2025 @iccv.bsky.social · 28/07/2025

Finishing your PhD or just defended? Apply to the #ICCV2025 Doctoral Consortium. Get feedback and mentorship from leading researchers in computer vision. Doctoral consortium info: iccv.thecvf.com/Conferences/...

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Reposted by Nina Shvetsova

Dima Damen @ECCV 2026 @dimadamen.bsky.social · 22/07/2025

Extended EPIC-SOUND paper was accepted at TPAMI arxiv.org/abs/2302.006... This follows ICASSP 2023 oral, extended for detection and further analysis epic-kitchens.github.io/epic-sounds/ work by @jaesunghuh.bsky.social Jacob Chalk @ekazakos.bsky.social @oxford-vgg.bsky.social @bristoluni.bsky.social

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Reposted by Nina Shvetsova

Christian Wolf @chriswolfvision.bsky.social · 23/07/2025

Update on hidden prompts in papers targeting LLM reviews: ICML 2025 PCs react. icml.cc/Conferences/...

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Reposted by Nina Shvetsova

Yuki M Asano @yukimasano.bsky.social · 21/07/2025

Today, we release Franca, a new vision Foundation Model that matches and often outperforms DINOv2. The data, the training code and the model weights are open-source. This is the result of a close and fun collaboration @valeoai.bsky.social (in France) and @funailab.bsky.social (in Franconia)🚀

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Reposted by Nina Shvetsova

Computer Vision and Machine Learning at MPI Informatics @cvml.mpi-inf.mpg.de · 13/07/2025

Papers being presented from our group at #ICML2025! Congratulations to all the authors! To know more, visit us in the poster sessions! A 🧵with more details: @icmlconf.bsky.social @mpi-inf.mpg.de

Papers accepted at ICML 2025 from the Computer Vision and Machine Learning Department at the Max Planck Institute for Informatics.

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Reposted by Nina Shvetsova

Hilde Kuehne @hildekuehne.bsky.social · 13/06/2025

Happening now! Check out the great work from Felix and Co. We improve video action grounding by >=10% on V-HICO and DALY(hope we didn't miss anyone)! Fri 13 Jun 10:30 a.m. CDT — 12:30 p.m. CDT ExHall D Poster #306 Paper: openaccess.thecvf.com/content/CVPR...

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Reposted by Nina Shvetsova

Computer Vision and Machine Learning at MPI Informatics @cvml.mpi-inf.mpg.de · 11/06/2025

Thread: Workshop Papers from Our Lab at CVPR 2025! 🚀 👏 Huge congrats to our members on these workshop paper acceptances! Excited to see their work at #CVPR2025 🌟 #MPI-INF #D2 #Workshop #AI #ComputerVision #PhD @mpi-inf.mpg.de

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Reposted by Nina Shvetsova

Computer Vision and Machine Learning at MPI Informatics @cvml.mpi-inf.mpg.de · 11/06/2025

Thread: Main Conference Papers from Our Lab at CVPR 2025! 🚀 👏 Big congrats to everyone! Keep an eye out at #CVPR2025 🌟 #MPI-INF #D2 #ComputerVision #AI #PhD #ML @mpi-inf.mpg.de

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Computer Vision and Machine Learning at MPI Informatics @cvml.mpi-inf.mpg.de · 11/06/2025

🎉 Exciting News #CVPR2025! We’re proud to announce that we have 5 papers accepted to the main conference and 7 papers accepted at various CVPR workshops this year! We’re looking forward to sharing our research with the community in Nashville! Stay tuned for more details! ‪‪@mpi-inf.mpg.de‬

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Reposted by Nina Shvetsova

Dima Damen @ECCV 2026 @dimadamen.bsky.social · 29/04/2025

Do you want to present your recently accepted or ongoing work @cvprconference.bsky.social #CVPR2025 EgoVis workshop? Submit your abstract before DL of Fri 2 May, egovis.github.io/cvpr25/#cfp

media.tenor.com

a blue and white penguin is sitting on a yellow origami crane

ALT: a blue and white penguin is sitting on a yellow origami crane

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Reposted by Nina Shvetsova

Hilde Kuehne @hildekuehne.bsky.social · 29/04/2025

🚀Excited to announce our CVPR 2025 paper: Unbiasing through Textual Descriptions! We release new descriptions for 1.9M(!) videos and object-debiased splits for 12 datasets! 🔗Project: utd-project.github.io by @ninashv.bsky.social et al 🧵👇 @cvprconference.bsky.social

utd-project.github.io

UTD Dataset: Mitigating Representation Bias in Video Benchmarks

A dataset with textual descriptions and debiased splits for video benchmarks.

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