Nina Shvetsova

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

@3dvconf.bsky.social

📊 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.

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

💡 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.

🛑 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

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.

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 🧵👇

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

Super interesting insights!

🌍 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...

🚀 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.

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!

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/...

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

Update on hidden prompts in papers targeting LLM reviews: ICML 2025 PCs react.

icml.cc/Conferences/...

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)🚀

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

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

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...

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

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

🎉 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

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

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

UTD Dataset: Mitigating Representation Bias in Video Benchmarks A dataset with textual descriptions and debiased splits for video benchmarks.

🚀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