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Computer Vision and Machine Learning at MPI Informatics
@cvml.mpi-inf.mpg.de
Computer Vision and Machine Department at the Max Planck Institute for Informatics | https://www.mpi-inf.mpg.de/departments/computer-vision-and-machine-learning/
Reposted by Computer Vision and Machine Learning at MPI Informatics
ICCV 2025 kicks off tomorrow! We look forward to welcoming everyone to Hawaii 🌺
October 19, 2025 at 3:50 AM
ICCV 2025 🌺 Aloha from Hawaii! MPI-INF (D2) is presenting 4 papers this year (one Highlight). Thread 👇
October 19, 2025 at 7:49 AM
Reposted by Computer Vision and Machine Learning at MPI Informatics
Are you using DINOv2 for tasks that require semantic features? DIY-SC might be the alternative!
It refines DINOv2 or SD+DINOv2 features and achieves a new SOTA on the semantic correspondence dataset SPair-71k when not relying on annotated keypoints! [1/6]
genintel.github.io/DIY-SC
June 26, 2025 at 12:56 PM
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Super excited to introduce

✨ AnyUp: Universal Feature Upsampling 🔎

Upsample any feature - really any feature - with the same upsampler, no need for cumbersome retraining.
SOTA feature upsampling results while being feature-agnostic at inference time.

🌐 wimmerth.github.io/anyup/
October 16, 2025 at 9:07 AM
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🚨 Call for Questions! 🚨

We are inviting the community and the stakeholders to submit questions, which will be discussed with our experts at the workshop! 🎤💡

👉 Submit your questions: forms.gle/8cYb4Ce3dGHi...

Workshop: excv-workshop.github.io

@iccv.bsky.social
#ICCV2025 #eXCV
September 8, 2025 at 3:54 PM
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Kurt Mehlhorn, Founding Director of MPI for Informatics, was awarded the Saarland Order of Merit yesterday by Minister President Anke Rehlinger. The award recognizes his life’s work, from advancing algorithmic research to mentoring researchers and helping build key institutions. More: sic.link/merit
Kurt Mehlhorn awarded the Saarland Order of Merit
Minister President Rehlinger presented the order during a ceremonial event at the Saarland State Chancellery.
sic.link
August 21, 2025 at 8:02 AM
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Are you an XAI researcher attending #ICCV2025? Submit your recently published work — at CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR, AAAI etc. — to the eXCV Workshop for the opportunity to further showcase your work! Published papers can be submitted as is, no rewriting necessary.

@iccv.bsky.social
August 14, 2025 at 10:36 AM
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🚀 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.
August 8, 2025 at 8:45 AM
Reposted by Computer Vision and Machine Learning at MPI Informatics
People often use synthetic corruptions to test model robustness, but do these reflect real-world challenges?

We explore this in detail in our CVPR 2025 Workshop paper:

Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?

arxiv.org/abs/2505.04835

by: @margretkeuper.bsky.social
July 24, 2025 at 9:16 AM
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🚨Deadline Extension Alert!

Our Non-proceedings track is open till August 15th for the eXCV workshop at ICCV.

Our nectar track accepts published papers, as is.

More info at: excv-workshop.github.io

@iccv.bsky.social #ICCV2025
July 18, 2025 at 9:31 AM
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⏳Still need to wait for your last experiment results?
📣 We're pleased to announce that the deadline for non-proceeding track #CV4DC at @iccv.bsky.social has been extended to August 15, 2025

Looking forward to your submissions! cv4dc.github.io/2025/
July 24, 2025 at 6:20 AM
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
July 13, 2025 at 8:00 AM
Reposted by Computer Vision and Machine Learning at MPI Informatics
📣 Proceeding track's results are out.
🎉 Congratulations to all the authors whose papers were accepted. We can't wait to meet you at @iccv.bsky.social in Hawaii on Oct 19th.

⏰ Our non-proceeding track is still accepting submissions until July 20th! Details in the comments
July 12, 2025 at 9:11 AM
🎉 Congrats to Yue Fan on defending his PhD: "Improving Representation Learning from Data and Model Perspectives: Semi-Supervised Learning and Foundation Models" 🧑‍🎓

He is now at Genmo.ai as a Research Engineer working on video generation! 🚀

More: yue-fan.github.io

All the best!
July 5, 2025 at 8:47 PM
Congratulations to our PhD alumna @annakukleva.bsky.social for being awarded the prestigious Otto Hahn Medal by @maxplanck.de! 🎉
Congrats to @annakukleva.bsky.social, for winning the Otto Hahn Medal of @maxplanck.de! 🏅In her PhD thesis she shows how AI can learn to recognize images & videos with less manual labeling, using self-supervised and weakly supervised methods.
↪️ sic.link/ottohahn25

#AI #ComputerVision #research
Otto Hahn Medal for Anna Kukleva
The award is given for fundamental work on learning powerful representations for image and video recognition from reduced supervision.
sic.link
July 1, 2025 at 9:44 PM
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🚀 Just accepted to ICCV 2025!

In DIY-SC, we improve foundational features using a light-weight adapter trained with carefully filtered and refined pseudo-labels.

🔧 Drop-in alternative to plain DINOv2 features!
📦 Code + pre-trained weights available now.
🔥 Try it in your next vision project!
Are you using DINOv2 for tasks that require semantic features? DIY-SC might be the alternative!
It refines DINOv2 or SD+DINOv2 features and achieves a new SOTA on the semantic correspondence dataset SPair-71k when not relying on annotated keypoints! [1/6]
genintel.github.io/DIY-SC
June 26, 2025 at 2:28 PM
Submission deadline is today!
Got a strong XAI paper rejected from ICCV? Submit it to our ICCV eXCV Workshop today—we welcome high-quality work!
🗓️ Submissions open until June 26 AoE.
📄 Got accepted to ICCV? Congrats! Consider our non-proceedings track.
#ICCV2025 @iccv.bsky.social
June 26, 2025 at 11:03 AM
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Submission Deadline is extended by 6 days.

#ICCV2025 @iccv.bsky.social
Join us in advancing explainability in the rapidly evolving landscape of AI! We welcome papers on novel explanation methods, scaling existing xAI approaches, innovations for foundational models, and beyond.
June 23, 2025 at 12:14 PM
A heart congratulations to the freshly minted Dr. Mattia Segù on successfully defending his PhD, Congratulazioni!!! 🎉 🎓.

His thesis is titled: Learning to Track: From Limited Supervision to Long-range Sequence Modeling

Checkout his web-page to learn more about his work: mattiasegu.github.io
June 26, 2025 at 9:55 AM
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Join us in taking stock of the state of the field of explainability in computer vision, at our Workshop on Explainable Computer Vision: Quo Vadis? at #ICCV2025!

@iccv.bsky.social
June 14, 2025 at 3:48 PM
Reposted by Computer Vision and Machine Learning at MPI Informatics
At #CVPR2025 and working on consistency in video and multi-view generative models?

Come and visit our poster on Friday afternoon, where I present 𝗠𝗘𝘁𝟯𝗥: 𝗠𝗲𝗮𝘀𝘂𝗿𝗶𝗻𝗴 𝗠𝘂𝗹𝘁𝗶-𝗩𝗶𝗲𝘄 𝗖𝗼𝗻𝘀𝗶𝘀𝘁𝗲𝗻𝗰𝘆 𝗶𝗻 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗲𝗱 𝗜𝗺𝗮𝗴𝗲𝘀

@mohammadasim98.bsky.social @wimmerthomas.bsky.social @mpi-inf.mpg.de @cvml.mpi-inf.mpg.de
June 12, 2025 at 10:38 PM
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
June 11, 2025 at 8:44 PM
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
June 11, 2025 at 8:20 PM
🎉 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
June 11, 2025 at 11:48 AM
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🚀 Just released: FLAIR – a new training-free approach to solving inverse problems using flow-matching models!

🎯 Try it live: huggingface.co/spaces/prs-e...
📚 Learn more: inverseflair.github.io

Julius Erbach, Dominik Narnhofer, Andreas Dombos, Bernt Schiele, Jan Eric Lenssen, Konrad Schindler
June 4, 2025 at 3:32 PM