Visual Inference Lab
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visinf.bsky.social
Visual Inference Lab
@visinf.bsky.social
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Visual Inference Lab of @stefanroth.bsky.social at @tuda.bsky.social - Research in Computer Vision and Machine Learning. See https://www.visinf.tu-darmstadt.de/visual_inference
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Reposted by Visual Inference Lab
πŸŽ‰ Today, Simon Kiefhaber will present our ICCV oral paper on how to make optical flow estimators more efficient (faster inference and lower memory usage) with state-of-the-art accuracy:

🌍 visinf.github.io/recover

Talk: Tue 09:30 AM, Kalakaua Ballroom
Poster: Tue 11:45 AM, Exhibit Hall I #76
Reposted by Visual Inference Lab
Interested in 3D DINO features from a single image or unsupervised scene understanding?πŸ¦–
Come by our SceneDINO poster at NeuSLAM today 14:15 (Kamehameha II) or Tue, 15:15 (Ex. Hall I 627)!
W/ Jevtić @fwimbauer.bsky.social @olvrhhn.bsky.social Rupprecht, @stefanroth.bsky.social @dcremers.bsky.social
[8/8] 2nd Workshop on Explainable Computer Vision: Quo Vadis?


🌍 excv-workshop.github.io


Sun 8:00 AM β€” 5:00 PM, Ballroom A
[7/8] Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation

by @dustin-carrion.bsky.social, @stefanroth.bsky.social @simoneschaub.bsky.social 



🌍 visinf.github.io/emat
πŸ“„ arxiv.org/abs/2507.23642
πŸ’» github.com/visinf/emat

Poster: Sun 4:40 PM - Exhibit Hall II #73
[6/8]

πŸ“„ arxiv.org/abs/2509.02545


Talk: Sun 9:30 AM, 306 A

Poster: Sun 10:00 AM - Exhibit Hall II
[6/8] Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery (Oral at ILR+G Workshop)

by Xinrui Gong*, @olvrhhn.bsky.social *, @christophreich.bsky.social , Krishnakant Singh, @simoneschaub.bsky.social , @dcremers.bsky.social @stefanroth.bsky.social
[5/8] ART: Adaptive Relation Tuning for Generalized Relation Prediction

by Gopika Sudhakaran, Hikaru Shindo, Patrick Schramowski, @simoneschaub.bsky.social, @kerstingaiml.bsky.social, @stefanroth.bsky.social

πŸ“„ arxiv.org/abs/2507.23543

Poster: Wed 2:45 PM, Exhibit Hall I #1501
[4/8] Activation Subspaces for Out-of-Distribution Detection

by Baris Zongur, @robinhesse.bsky.social, @stefanroth.bsky.social

πŸ“„Β arxiv.org/abs/2508.21695

Poster: Tue 11:45 AM, Exhibit Hall I #326
[3/8]
Poster: Tue 3:15 PM, Exhibit Hall I #627
Invited
Invited poster at NeuSLAM workshop: Sun 2:15 PM, 304 A/Exhibit Hall II
[2/8] Removing Cost Volumes from Optical Flow Estimators (Oral)

by @skiefhaber.de , @stefanroth.bsky.social @simoneschaub.bsky.social

🌍 visinf.github.io/recover

Talk: Tue 09:30 AM, Kalakaua Ballroom

Poster: Tue 11:45 AM, Exhibit Hall I #76
[1/8] We are presenting four main conference papers, two workshop papers, and a workshop at @iccv.bsky.social 2025 in Hawaii! πŸŽ‰πŸ
πŸ‡¨πŸ‡³ Meet us at IROS 2025:
- Oral presentation: Thu, 23 Oct, 10:40–10:45 AM, Room 309, at Session ThAT9 – Object Detection, Segmentation and Categorization 5
- Poster session: Starting at 11:10 AM in the same room
TLDR: Given images captured by two vertically stacked omnidirectional cameras, DFI–OmniStereo integrates a pre-trained monocular depth foundation model into an iterative stereo matching approach. DFI–OmniStereo improves depth estimation accuracy, significantly outperforming the previous SotA.
πŸ“’Excited to share our IROS 2025 paper β€œBoosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model”!

Work by Jannik Endres, @olvrhhn.bsky.social, Charles Cobière, @simoneschaub.bsky.social, @stefanroth.bsky.social and Alexandre Alahi.
Activation Subspaces for Out-of-Distribution Detection (ICCV 2025)

by Baris Zongur, @robinhesse.bsky.social, and @stefanroth.bsky.social

πŸ“„:Β arxiv.org/abs/2508.21695

Talk: Wednesday, 1:30 PM, Oral Session 2
Poster: Wednesday, 3:30 PM, Poster 12
Removing Cost Volumes from Optical Flow Estimators (ICCV 2025 Oral)

by @skiefhaber.de, @stefanroth.bsky.social, and @simoneschaub.bsky.social

🌍: visinf.github.io/recover

Poster: Friday, 10:30 AM, Poster 14
Scene-Centric Unsupervised Panoptic Segmentation (CVPR 2025 Highlight)

by @olvrhhn.bsky.social *, @christophreich.bsky.social *, @neekans.bsky.social, @dcremers.bsky.social, Christian Rupprecht, @stefanroth.bsky.socialβ€¨β€¨πŸŒ: visinf.github.io/cups

Poster: Thursday, 1:30 PM, Poster 19
🌍: visinf.github.io/scenedino/

Talk: Friday, 10:00 AM, Oral Session 5
Poster: Friday, 10:30 AM, Poster 12
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion (ICCV2025)

by @jev-aleks.bsky.social *, @christophreich.bsky.social *, @fwimbauer.bsky.social, @olvrhhn.bsky.social, Christian Rupprecht, @stefanroth.bsky.social, and @dcremers.bsky.social
Efficient Masked Attention Transformer for Few-Shot Classification and Segmentation (GCPR 2025)

byΒ @dustin-carrion.bsky.social, @stefanroth.bsky.social, and @simoneschaub.bsky.social

🌍: visinf.github.io/emat

Poster: Wednesday, 03:30 PM, Postern 8
We are presenting five papers at the DAGM German Conference on Pattern Recognition (GCPR, @gcpr-by-dagm.bsky.social) in Freiburg this week!