Nikita Araslanov's Avatar

Nikita Araslanov

@neekans.bsky.social

Researcher at TU Munich Visiting Faculty at Google https://arnike.github.io

91 Followers  |  212 Following  |  2 Posts  |  Joined: 22.11.2024  |  1.3072

Latest posts by neekans.bsky.social on Bluesky


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πŸ“’ NeurIPS 2025 Spotlight πŸ“’

Can we embed motion into image representations?

FlowFeat embeds optical flow into pixel-level representations, which results in sharp feature grids, especially for dynamic objects.

Project website: tum-vision.github.io/flowfeat

With Anna Sonnweber and Daniel Cremers.

02.12.2025 18:08 β€” πŸ‘ 6    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
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Can we match vision and language representations without any supervision or paired data?

Surprisingly, yes!Β 

Our #CVPR2025 paper with @neekans.bsky.social and @dcremers.bsky.social shows that the pairwise distances in both modalities are often enough to find correspondences.

⬇️ 1/4

03.06.2025 09:27 β€” πŸ‘ 27    πŸ” 12    πŸ’¬ 1    πŸ“Œ 0
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Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction

Weirong Chen, @ganlinzhang.xyz, @fwimbauer.bsky.social, Rui Wang, @neekans.bsky.social, Andrea Vedaldi, @dcremers.bsky.social

tl;dr: learning-based 3D point tracker decouples camera and object-based motion

arxiv.org/abs/2504.14516

23.04.2025 17:13 β€” πŸ‘ 13    πŸ” 6    πŸ’¬ 0    πŸ“Œ 0
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πŸ“’ #CVPR2025 Highlight: Scene-Centric Unsupervised Panoptic Segmentation πŸ”₯

We present CUPS, the first unsupervised panoptic segmentation method trained directly on scene-centric imagery.
Using self-supervised features, depth & motion, we achieve SotA results!

🌎 visinf.github.io/cups

04.04.2025 13:38 β€” πŸ‘ 22    πŸ” 6    πŸ’¬ 1    πŸ“Œ 2

β€œAfter carefully reading the other reviews and the author response, I keep my score β€˜borderline’” 😣
#CVPR2025

04.02.2025 18:20 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Vacancy β€” PhD Positions, Project 'Spatiotemporal Reconstruction of Interacting People for Perceiving Systems' Do you want to help computers see, understand, and assist us, humans, in everyday life?Β  Are you excited with 3D Machine Perception, 3D Human and Object Understanding, 3D Human Avatars, and Machine Le...

πŸ“’ I am #hiring 2x #PhD candidates to work on Human-centric #3D #ComputerVision at the University of #Amsterdam!

The positions are funded by an #ERC #StartingGrant.

For details and for submitting your application please see:
werkenbij.uva.nl/en/vacancies...

πŸ†˜ Deadline: Feb 16 πŸ†˜

26.01.2025 17:31 β€” πŸ‘ 15    πŸ” 6    πŸ’¬ 1    πŸ“Œ 2
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My group is looking for motivated PhD students that want to work on the future of digital humans.
Within the ERC project 'LeMo: Learning Digital Humans in Motion' there are two open positions:

www.career.tu-darmstadt.de/HPv3.Jobs/TU...

www.career.tu-darmstadt.de/HPv3.Jobs/TU...

14.01.2025 19:07 β€” πŸ‘ 20    πŸ” 7    πŸ’¬ 0    πŸ“Œ 0

@neekans is following 20 prominent accounts