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fguney.bsky.social
F. Güney
@fguney.bsky.social
1.1K followers 500 following 110 posts
research on computer vision, teaching, and movies. tweets in TR, EN
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Reposted by F. Güney
kashyap7x.bsky.social
Kashyap Chitta @kashyap7x.bsky.social · Apr 19
Our Autonomous Systems workshop series is back for its 3rd edition at CVPR 2025! Remember the queue in Seattle? Please mark the workshop in your CVPR registration so we have enough space this year! opendrivelab.com/cvpr2025/wor...
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Reposted by F. Güney
abursuc.bsky.social
Andrei Bursuc @abursuc.bsky.social · Feb 28
Our Workshop on Uncertainty Quantification for Computer Vision goes to @cvprconference.bsky.social this year!
We have a super line-up of speakers and a call for papers.
This is a chance for your paper to shine at #CVPR2025

⏲️ Submission deadline: 14 March
💻 Page: uncertainty-cv.github.io/2025/
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 19
thanks a lot!! any resources (slides, tutorials, etc.) you recommend?
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F. Güney @fguney.bsky.social · Feb 19
similarly, if you were teaching deep stereo, how would you structure it, which methods/paradigms should not be skipped?
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 19
if one is teaching correspondence estimation, which methods proposed in the last years* should not be skipped?

*my dfn. of last years is since the DL revolution.
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 18
feel free to nominate yourself or anyone else at KUIS AI talks: forms.gle/nbqhKsWbC9Swoqzi8
KUIS AI Talks Speaker Nomination Form
KUIS AI was established in 2020 jointly by Koç University and Is Bank. With its 17 AI faculty, 23 affiliated faculty from the schools of engineering, medicine, science, and other fields, and over 100 ...
forms.gle
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 9
agreed. one of the messages from his talk is studying statistics, computer science, and economics together. I find his perspective on AI very realistic.
also, how he changed the direction of discussion on bias during the panel in the end, should be studied in textbooks.
eugenevinitsky.bsky.social
Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · Feb 9
Michael Jordan's talk on the multi-agent and micro-econ perspective on AI and how we need a new vision of the future is killer:
www.youtube.com/live/W0QLq4q...
AI, Science and Society Conference - AI ACTION SUMMIT - DAY 1
YouTube video by IP Paris
www.youtube.com
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 9
in a privileged setting, RL with self-play seems to be the answer to planning for driving. impressive to see complex behavior learning without supervision and zero-shot generalization across benchmarks by GigaFlow. the next question is what about with perception, is it just a matter of computation?
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 8
well maybe there is a wider diamond hall ahead, exploration.
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 4
to me, the surprising part is the involvement of Elon Musk. I cannot stop thinking "I could be working for that man."
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 4
open.spotify.com/episode/0j38...
Alice Weidel: the far-right banker Elon Musk wants as German chancellor
Today in Focus · Episode
open.spotify.com
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 4
“..unsere heimat wieder gross”
I wish my German was not enough to understand this, what the hell is happening to Germany 🥹🥹
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
We’ve just released the code and pre-trained model: github.com/gorkaydemir/...

Also, check out our paper: arxiv.org/abs/2501.18487

(7/7)
GitHub - gorkaydemir/track_on: [ICLR 2025] Track-On: Transformer-based Online Point Tracking with Memory
[ICLR 2025] Track-On: Transformer-based Online Point Tracking with Memory - gorkaydemir/track_on
github.com
fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
We introduce a flexible memory extension mechanism, allowing users to adapt based on FPS, frame count, and other data characteristics. Our model is fast and lightweight, requiring minimal GPU memory. (6/7)
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
Even without bidirectional information flow (unlike offline models), our approach achieves state-of-the-art results among comparable online and offline tracking models across multiple datasets. (5/7)
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
Unlike traditional methods relying on full temporal modeling, our model operates causally—processing frames without future information. We introduce two memory modules: (i) Spatial Memory, addressing feature drift; (ii) Context Memory, storing full tracking history. (4/7)
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
We simply process points as queries in a transformer decoder. Instead of regressing coordinates (as in dominant methods), we treat tracking as a classification problem, selecting the most likely patch per query and refining with local offsets. (3/7)
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
Unlike prior work focused on offline point tracking, we target online tracking on a frame-by-frame basis, making it ideal for real-time, streaming scenarios. At the core of our approach is a simple yet effective transformer-based model. (2/7)
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fguney.bsky.social
F. Güney @fguney.bsky.social · Feb 3
since Görkay came up with Track-On, we've been waiting for this day:

Track with me, if it's just for the frame, maybe tomorrow, the occlusion will take you away! 🎵🎸😶‍🌫️

Happy to introduce our #ICLR2025 paper
"Track-On: Transformer-based Online Point Tracking with Memory": kuis-ai.github.io/track_on/
Track-On
Track-On
kuis-ai.github.io
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fguney.bsky.social
F. Güney @fguney.bsky.social · Jan 30
open-source, open-weight, I'll take whichever because, unlike the ones who share nothing, a few at least make an effort and change the game for everyone.
I expect the effect of open stuff like Cosmos to be huge on physical AI. we are already trying it. also downloaded the DeepSeek, we shall see 🤞
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fguney.bsky.social
F. Güney @fguney.bsky.social · Jan 29
I fully support your decision 🤗
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F. Güney @fguney.bsky.social · Jan 29
I recently started taking walks, you know, for health reasons. but somehow all these walks are directed towards a cafe where I can have a cake as a reward for my walk 😅
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fguney.bsky.social
F. Güney @fguney.bsky.social · Jan 28
I want to work closely with the Turkish industry, I think we can help each other. they just seem to miss the point like they see us as charity*. funny I feel the same about them after our international collaborations.

*or they see me as "just a girl standing in front of them, asking for money" 😂
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fguney.bsky.social
F. Güney @fguney.bsky.social · Jan 27
just deactivated it, it really got out of hand.
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F. Güney @fguney.bsky.social · Jan 27
I haven't made the full switch from X to bsky yet because of the Turkish community that is still active there but so many random accounts are rt'ing/following in the last few hours that it might be the time.
I think Elon Musk is trying to create artificial traffic with bots. it's pathetic really.
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