Nina Shvetsova

Nina Shvetsova

@ninashv.bsky.social

PhD student at the University of Tuebingen. Computer vision, video understanding, multimodal learning. https://ninatu.github.io/

71 followers148 following9 posts

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Nina Shvetsova
@ninashv.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.

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Nina Shvetsova
@ninashv.bsky.social

💡 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.

Nina Shvetsova
@ninashv.bsky.social

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.

Nina Shvetsova
@ninashv.bsky.social

🛑 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

Nina Shvetsova reposted

ELLIS
@ellis.eu

🌍 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...

Nina Shvetsova reposted

David Picard
@davidpicard.eurosky.social

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!

Rémi Flamary @rflamary.bsky.social

As a #NeurIPS AC I did a little stat. Paper reviews+responses in my batch contain 515k characters and 75k words. This is without including papers themselves or authors/reviewers discussions. So please be nice to your AC, we are doing our best. Also I miss the one page PDF response of old ICML.

Nina Shvetsova reposted

Yuki M Asano
@yukimasano.bsky.social

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)🚀

Andrei Bursuc@abursuc.bsky.social

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.

Nina Shvetsova reposted

Hilde Kuehne
@hildekuehne.bsky.social

🚀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.ioUTD Dataset: Mitigating Representation Bias in Video BenchmarksA dataset with textual descriptions and debiased splits for video benchmarks.

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