17.10.2025

MCML at ICCV 2025

27 Accepted Papers (21 Main, and 6 Workshops)

We are happy to announce that MCML researchers have contributed a total of 27 papers to ICCV 2025: 21 Main, and 6 Workshop papers. Congrats to our researchers!

Main Track (21 papers)

J. Bader • L. Girrbach • S. Alaniz • Z. Akata
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

L. Bastian • M. Rashed • N. Navab • T. Birdal
Forecasting Continuous Non-Conservative Dynamical Systems in SO(3).
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. Oral Presentation.

S. A. Baumann • N. Stracke • T. Phan • B. Ommer
What If: Understanding Motion Through Sparse Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

W. Chen • G. Zhang • F. Wimbauer • R. Wang • N. Araslanov • A. Vedaldi • D. Cremers
Back on Track: Bundle Adjustment for Dynamic Scene Reconstruction.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

R. Hartwig • D. Muhle • R. Marin • D. Cremers
GECO: Geometrically Consistent Embedding with Lightspeed Inference.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

J. Huang • S. R. Vutukur • P. K. Yu • N. Navab • S. Ilic • B. Busam
RayPose: Ray Bundling Diffusion for Template Views in Unseen 6D Object Pose Estimation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub

A. Jevtić • C. Reich • F. Wimbauer • O. Hahn • C. Rupprecht • S. Roth • D. Cremers
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

S. Kondylatos • N. Bountos • D. Michail • X. Zhu • G. Camps-Valls • I. Papoutsis
On the Generalization of Representation Uncertainty in Earth Observation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

S. Karthik • H. Coskun • Z. Akata • S. Tulyakov • J. Ren • A. Kag
Scalable Ranked Preference Optimization for Text-to-Image Generation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

S. Kolek • A. Chattopadhyay • K. H. R. Chan • H. Andrade-Loarca • G. Kutyniok • R. Vidal
Learning Interpretable Queries for Explainable Image Classification with Information Pursuit.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

F. Krause • T. Phan • M. Gui • S. A. Baumann • V. T. Hu • B. Ommer
TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

P. Ma • M. Gui • J. Schusterbauer • X. Yang • O. Grebenkova • V. T. Hu • B. Ommer
Stochastic Interpolants for Revealing Stylistic Flows across the History of Art.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published.

P. Ma • X. Yang • Y. Li • M. Gui • F. Krause • J. Schusterbauer • B. Ommer
SCFlow: Implicitly Learning Style and Content Disentanglement with Flow Models.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

I. A. Petrov • R. Marin • J. Chibane • G. Pons-Moll
TriDi: Trilateral Diffusion of 3D Humans, Objects, and Interactions.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

R. D. Paul • J. Seiffarth • D. Rügamer • H. Scharr • K. Nöh
How To Make Your Cell Tracker Say 'I dunno!'.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

S. Schmidt • J. Koerner • D. Fuchsgruber • S. Gasperini • F. Tombari • S. Günnemann
Prior2Former - Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL

T. N. Wolf • E. Kavak • F. Bongratz • C. Wachinger
SIC: Similarity-Based Interpretable Image Classification with Neural Networks.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

Y. Wang • Z. Xiong • C. Liu • A. J. Stewart • T. Dujardin • N. I. Bountos • A. Zavras • F. Gerken • I. Papoutsis • L. Leal-Taixé • X. Zhu
Towards a Unified Copernicus Foundation Model for Earth Vision.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

Y. Xia • Y. Lu • R. Song • O. Dhaouadi • J. F. Henriques • D. Cremers
TrafficLoc: Localizing Traffic Surveillance Cameras in 3D Scenes.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub

X. You • R. Yang • C. Zhang • Z. Jiang • J. Yang • N. Navab
FB-Diff: Fourier Basis-guided Diffusion for Temporal Interpolation of 4D Medical Imaging.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

D. Zverev • T. Wiedemer • A. Prabhu • M. Bethge • W. Brendel • A. S. Koepke
VGGSounder: Audio-Visual Evaluations for Foundation Models.
ICCV 2025 - IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published.

Workshops (6 papers)

N. T. Duc • A. Sonnweber • M. Weber • N. Araslanov • D. Cremers
The Diashow Paradox: Stronger 3D-Aware Representations Emerge from Image Sets, Not Videos.
SP4V @ICCV 2025 - Structural Priors for Vision Workshop at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL

X. Gong • O. Hahn • C. Reich • K. Singh • S. Schaub-Meyer • D. Cremers • S. Roth
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery.
Workshop @ICCV 2025 - Workshop at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. GitHub

R. Liao • G. Huang • Q. Cheng • T. Seidl • D. Cremers • V. Tresp
When and Where do Events Switch in Multi-Event Video Generation?
LongVid-Foundations @ICCV 2025 - 1st Workshop on Long Multi-Scene Video Foundations: Generation, Understanding and Evaluation at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available.

W. Li • J. Huang • H. Jung • G. Zhai • P. Z. Ramirez • A. Costanzino • F. Tosi • M. Poggi • L. Di Stefano • J.-B. Weibel • D. Antensteiner • M. Vincze • J. He • Y. Wang • K. Zhang • L. Jiao • L. Li • F. Liu • W. Ma • B. Busam
TRICKY 2025 HouseCat6D Object Pose Estimation Challenge with Specular and Transparent Surfaces.
TRICKY @ICCV 2025 - Transparent & Reflective objects In the wild Challenges at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub

Y. Xia • W. Ji • W. Chen • D. Cremers
CSG-Fusion: Consistent Sparse-View Gaussian Splatting via Matching-based Fusion.
E2E3D @ICCV 2025 - Workshop on End-to-End 3D Learning at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. Best Paper Award. To be published. Preprint available. URL

V. B. Yesilkaynak • V. G. Duque • M. Wysocki • M. F. Azampour • N. Navab • D. Mateus
UltraNBA Neural Bundle Adjustment for Pose Refinement in 3D Freehand Ultrasound.
APAH @ICCV 2025 - 1st Workshop on Advanced Perception for Autonomous Healthcare at the IEEE/CVF International Conference on Computer Vision. Honolulu, Hawai’i, Oct 19-23, 2025. To be published. Preprint available. URL GitHub