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Keuper Labs

@keuper-labs

Research in #ComputerVision , #MachineLearning, #HPC and #Geophysics https://www.keuper-labs.org/

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23.11.2024
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Latest posts by Keuper Labs @keuper-labs

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We are proud to be part of the @ellis.eu community. @margretkeuper.bsky.social has been an Ellis Fellow for some time, now @janiskeuper.bsky.social also joined as a Member...

18.02.2026 15:17 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
RobustSpring: Benchmarking Robustness to Image Corruptions for... Standard benchmarks for optical flow, scene flow, and stereo vision algorithms generally focus on model accuracy rather than robustness to image corruptions like noise or rain. Hence, the...

2nd paper accepted at #ICLR 26: "RobustSpring: Benchmarking Robustness to Image Corruptions for Optical Flow, Scene Flow and Stereo"
openreview.net/forum?id=Reb...

30.01.2026 10:43 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
GeoDiv: Framework for Measuring Geographical Diversity in... Text-to-image (T2I) models are rapidly gaining popularity, yet their outputs often lack geographical diversity, reinforce stereotypes, and misrepresent regions. Given their broad reach, it is...

New paper out (accepted at #ICLR 26) "GeoDiv: Framework for Measuring Geographical Diversity in Text-to-Image Models" openreview.net/forum?id=Wli...

30.01.2026 10:42 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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We are proud to announce the first CV4Edu workshop at #CVPR2026 in Denver. We are bringing together researchers in AI in education, computer vision, and human-centered AI, and invite you to submit a full, short, or position paper to our workshop.

27.01.2026 14:41 πŸ‘ 2 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0
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Open PostDoc position: Hardware aware NAS / Model Distillation / Model Compression of Vision and Language Models for Humanoid Robots...

www.keuper-labs.org/team/#open-p...

21.01.2026 09:56 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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New paper out. (Accepted at TMLR with J2C Certification!): mSOP-765k: A Benchmark For Multi-Modal Structured
Output Predictions. www.msop-765k.org

17.01.2026 15:49 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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A small step for science, quite a big one for us: reaching 10k citations. Thanks to all co-authors! scholar.google.de/citations?hl...

15.11.2025 20:24 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Visit www.keuper-labs.org to see our current projects and latest publications...

22.10.2025 15:02 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Say hello to @margretkeuper.bsky.social, Prof at Uni Mannheim πŸ‡©πŸ‡ͺ and ELLIS Fellow at ELLIS Unit SaarbrΓΌcken. Her area of research is machine learning for computer vision.

Her advice: When your research goals are much harder than anticipated, take a step back to see the big picture.

#WomenInELLIS

22.10.2025 08:54 πŸ‘ 6 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
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ICCV 2025 🌺 Aloha from Hawaii! MPI-INF (D2) is presenting 4 papers this year (one Highlight). Thread πŸ‘‡

19.10.2025 07:48 πŸ‘ 13 πŸ” 6 πŸ’¬ 1 πŸ“Œ 0

Excited to have DCBMs at #ICCV2025 - come by ballroom A tomorrow to meet @shashank-agnihotri.bsky.social presenting our joint work with @patrickknab.bsky.social @smarton.bsky.social Christian Bartelt @margretkeuper.bsky.social @keuper-labs.bsky.social #UniMa

19.10.2025 11:41 πŸ‘ 2 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Our new paper (accepted at #NeurIPS UrbanAI Workshop): "Real-time Prediction of Urban Sound Propagation
with Conditioned Normalizing Flows" arxiv.org/pdf/2510.04510 is part of our work using generative model to predict complex physics www.physics-gen.org

09.10.2025 07:22 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Our GCPR @gcpr-by-dagm.bsky.social paper (Oral) "Assessing Foundation Models for Mold Colony Detection with Limited Training Data" is now on Arxiv: arxiv.org/pdf/2510.00561

02.10.2025 12:58 πŸ‘ 2 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Our #NeurIPS ORAL "MaxSup: Overcoming Representation Collapse in Label Smoothing", joint work with @cispa.de, is now on Arxiv: arxiv.org/pdf/2502.15798

02.10.2025 11:58 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Katharina standing next to poster board.

Katharina standing next to poster board.

Discussion at poster board.

Discussion at poster board.

Happy to discuss the past, present, and future of DCBMs at #GCPR2025. @patrickknab.bsky.social @smarton.bsky.social Christian Bartelt @margretkeuper.bsky.social @keuper-labs.bsky.social @maopenscience.bsky.social

25.09.2025 12:05 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Prompt Injection Attacks on LLM Generated Reviews of Scientific Publications The ongoing intense discussion on rising LLM usage in the scientific peer-review process has recently been mingled by reports of authors using hidden prompt injections to manipulate review scores. Sin...

Following up on the discussions about prompt injections which were found in Arxiv paper sources - indicating that some authors try to manipulate LLM generate reviews: beyond the ethical implications, I was wondering if this actually works and did some experiments...

arxiv.org/abs/2509.10248

16.09.2025 07:51 πŸ‘ 0 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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πŸŽ‰Our TMLR paper FlowBench is out!

Optical flow keeps getting better on benchmarks, but reliability and generalization remain a challenge for safety-critical tasks.

FlowBench provides the most comprehensive robustness benchmark to date.

πŸ“„ openreview.net/forum?id=Kh4...
πŸ’» github.com/shashankskag...

27.08.2025 16:14 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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🚨 10 days left! Submit to L2S: Learning to Sense @ NeurIPS 2025 πŸ“‘πŸ€–

πŸ“… Dec 6/7, San Diego, USA

🎀 Invited speakers from academia & industry

🌐 Details & CFP: sites.google.com/view/l2s-wor...

Let’s shape the future of how machines sense!
#L2S #NeurIPS2025 #NeurIPSWorkshop

13.08.2025 10:16 πŸ‘ 4 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
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πŸš€ Calling all ML, CV and Sensor Enthusiasts!

Join us at the L2S: Learning to Sense Workshop at #NeurIPS2025 !

πŸ—“ Date: December 6/7, 2025
πŸ“ Location: San Diego, USA

sites.google.com/view/l2s-wor...

22.07.2025 11:54 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Congratulations to @juliagrabinski.bsky.social for successfully defending her PhD thesis on "Multifaceted Analysis of Deep Convolutional Neural Networks and Novel Fourier Modules" πŸ₯³πŸŽ“

18.07.2025 03:46 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Poster is up and we are looking forward to the #ICML2025 poster session. Come join @patrickknab.bsky.social and me at Poster #W-214 presenting our work with @smarton.bsky.social, Christian Bartelt, and @margretkeuper.bsky.social @margretkeuper.bsky.social #UniMa

17.07.2025 18:00 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Join us on Thursday 11-13 in poster hall West #214 to discuss image segments as concepts. #ICML2025 @patrickknab.bsky.social @smarton.bsky.social Christian bartelt @margretkeuper.bsky.social @keuper-labs.bsky.social

15.07.2025 22:01 πŸ‘ 2 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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Attending #ICML2025? Watch out for our paper "DCBM: Data-Efficient Visual Concept Bottleneck Models" presented by @katharinaprasse.bsky.social -> github.com/KathPra/DCBM

15.07.2025 06:41 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1
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Congratulations to @paulgavrikov.bsky.social for an excellent PhD defense today!

08.07.2025 19:02 πŸ‘ 3 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

2) AIM improves interpretability by learning to mask out irrelevant features in a self-supervised way (stay tuned for the pre-print)

30.06.2025 08:14 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Two papers with @keuper-labs.bsky.social participation accepted at #ICCV2025:

1) Scientific figure generation with TikZero, it generates scientific figures from text as high-level, human-interpretable, and editable graphics programs -> arxiv.org/pdf/2503.11509

30.06.2025 08:14 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Presenting our poster #45 today at #CVPR in poster session 3: "PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?"

cvpr.thecvf.com/virtual/2025...

14.06.2025 11:19 πŸ‘ 0 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Excited to share our work at the WiCV Workshop, CVPR 2025! Catch our presentation today from 3:00–4:30 PM (Nashville time)!

12.06.2025 09:26 πŸ‘ 6 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Now presenting at poster #377

11.06.2025 21:17 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Now presenting at poster #452

11.06.2025 21:10 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0