07.09.2026

MCML at ECCV 2026

32 Accepted Papers (29 Main, and 3 Workshops)

19th European Conference on Computer Vision, Malmö, Sweden, Sep 08-12, 2026

We are happy to announce that MCML researchers have contributed a total of 32 papers to ECCV 2026: 29 Main, and 3 Workshop papers. Congrats to our researchers!

Main Track (29 papers)

L. Barsellotti • M. Sundermeyer • M. Segu • N. Araslanov • M. Naeem • M. Cornia • Y. Xian • M. Berman
Segmenting, Fast and Slow: Real-Time Open-Vocabulary Video Instance Segmentation with Dual-Path Processing.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

C. Curreli • F. Hofherr • D. Muhle • A. Saroha • R. Marin • D. Cremers
EquiFusion: Kinematics-Agnostic Human Motion Prediction via Equivariant Latent Diffusion.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. URL GitHub

O. Dhaouadi • Z. Bauer • J. M. Meier • O. Wysocki • M. Pollefeys • D. Cremers
OrthoTrack: Continuous 6-DoF UAV Trajectory Estimation Anchored in Public Orthophotos.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI URL

F. Fundel • T. Ressler-Antal • M. B. Alaya • S. A. Baumann • B. Ommer
What Moves? Localized Motion Representations for Compositional Scene Control.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

C. Grashei • C. Brechenmacher • R. M. Umer • J. Liu • C. Marr • E. Szczurek • P. J. Schüffler
Pathryoshka: Compressing Pathology Foundation Models via Multi-Teacher Knowledge Distillation with Nested Embeddings.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

M. Gross • S. B. Matha • R. Song • V. Muthuveerappan • C. Christoph • J. Huber • D. Cremers
SegFly: A 2D-3D-2D Paradigm for Aerial RGB-Thermal Semantic Segmentation at Scale.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI URL

F. Gülhan • E. Mededovic • Y. Wu • J. Stegmaier
SelfMOTR: Revisiting MOTR with Self-Generating Detection Priors.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

A. Gavryushin • D. Zhang • Z. Huang • A. Delitzas • J. Chen • B. Ellis • C. Zöllner • M. Patel • M. Kaufmann • M. Pollefeys • X. Wang
CoMind: Understanding Collaborative Human Activity from Multiple Minds and Views.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

J. Huang • J. Hu • P. K. Yu • S. Ilic • M. Sundermeyer • B. Busam
Pose Anything Anywhere: Model-free Object Poses from Arbitrary References.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

N. A. Hilscher • M. de Mayo • D. Muhle • C. Otten genannt Hermes • D. Cremers
VOCA: Visual Odometry with Codec Awareness.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

S.-Y. Kim • A. Elskhawy • T. Ha • D. Kim • E. Shin • B. Busam • W. Woo
DeWorldSG: Depth-Aware 3D Semantic Scene Graph Generation via World-Model Priors.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

S. Kim • R. Xiao • S. Alaniz • Y. Xian • Z. Akata
Training-free Uncertainty Guidance for Complex Visual Tasks with MLLMs.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

M. Li • S. A. Baumann • F. Krause • B. Ommer
Logit Refiner: Improving Visual Autoregressive Models via Intra-Scale Dependency Modeling.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

J. Mao • X. Chen • Q. Zhang • O. Dhaouadi • G. Wang • B. Sheil • D. Cremers • Y. Xia • O. Wysocki
SemCityLoc: Aerial 6DoF Localization Using Semantic 3D City Models.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. To be published. Preprint available. arXiv GitHub

J. Meier • J. Michel • O. Dhaouadi • Y.-H. Yang • C. Reich • Z. Bauer • S. Roth • M. Pollefeys • J. Kaiser • D. Cremers
LeAD-M3D: Leveraging Asymmetric Distillation for Real-Time Monocular 3D Detection.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

U. Prestel • S. A. Baumann • N. Stracke • B. Ommer
RayDer: Scalable Self-Supervised Novel View Synthesis from Real-World Video.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

I. A. Petrov • V. Guzov • R. Marin • E. Aksan • X. Chen • D. Cremers • T. Beeler • G. Pons-Moll
ECHO: Ego-Centric modeling of Human-Object interactions.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

C. Prabhakar • B. Wittmann • T. Amiranashvili • P. Büschl • E. de la Rosa • J. McGinnis • B. Wiestler • B. Menze • S. Shit
VesselTok: Tokenizing Vessel-like 3D Biomedical Graph Representations for Reconstruction and Generation.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. Spotlight Presentation. To be published. Preprint available. arXiv

T. Phan • J. Wiese • B. Ommer
Schroedinger's Cat: Probabilistic Representation and Prediction of Potential Scene Kinematics.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. To be published. Preprint available. arXiv

S. Qian • G. Zhang • S. Wu • D. Cremers
Flow4R: Unifying 4D Reconstruction and Tracking with Scene Flow.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

J. Riel • V. M. Singh • S. A. Aryasomayajula • A. Chinbat • H. Leonhard • M. Ladenburger • F. Alexander • V. Choudhary • F. Laredo • G. Masserdotti • T. Prein • C. Marr • A. Kardoost
HASSL: Hierarchy-Aware Self-Supervised Learning Framework for Single Cell Microscopy.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

N. Stracke • K. Bauer • S. A. Baumann • M. A. Bautista • J. Susskind • B. Ommer
Show Me Examples: Inferring Visual Concepts from Image Sets.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. To be published. Preprint available. arXiv

V. Sklyarova • H. Chen • B. Kabadayi • T. Kirschstein • Z. Fan • X. Wang • G. Pons-Moll • M. Nießner • M. Pollefeys • M. J. Black • J. Thies
Head Avatars with Dynamic Explicit Hair.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. To be published. Preprint available. arXiv

A. Sanchietti • R. Marin • B. L. Bhatnagar • Y. Xu • G. Pons-Moll
Stitched Embeddings: A Unified Latent Space for 3D Garments and 2D Patterns.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

N. Schweiger • D. Cremers • K. Ram
Trust-Region Noise Search for Black-Box Alignment of Diffusion and Flow Models.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

L. Stoffl • B. Wiestler • J. C. Paetzold
VERITAS: Verifiable Epistemic Reasoning for Image-Derived Hypothesis Testing via Agentic Systems.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI GitHub

B. Wu • S. Kim • Z. Akata
From Drop-off to Recovery: A Mechanistic Analysis of Segmentation in MLLMs.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

Y. Wang • F. Wang • P. Gyawali • Z. Xu • A. Klimkowska • Y. Jing • W. Yang • F. Biljecki • C. Holst • B. Busam • B. Sheil • O. Wysocki
UnderOneFacade: Worldwide Facade Semantic Segmentation Benchmark Dataset.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. To be published. Preprint available. arXiv GitHub

H. Xu • J. Hu • J. Huang • B. Zhong • P. K. Yu • N. Navab • B. Busam • S. Ilic
Pose Anything Anywhere: Model-free Object Poses from Arbitrary References.
ECCV 2026 - 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. DOI

Workshops (3 papers)

B. Klotz • R. Marin • D. Cremers
Coupled Geometry Distributions.
GeoInt @ECCV 2026 - Workshop on Geometric Intelligence: From Vision to Scientific Discovery at the 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. URL GitHub

M. Kotb • J. Meier • C. Reich • O. Dhaouadi • L. Denninger • D. Cremers
MAGneT-3D: Monocular and Domain-Generalizable Temporal 3D Detection.
DRIVEX @ECCV 2026 - 6th Workshop on Foundation Models for Autonomous Driving at the 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. Oral Presentation. URL GitHub

G. Zhang • M. Ding • J. Wu • R. Liao • V. Tresp
ReEXplore: Improving MLLMs for Embodied Exploration with Contextualized Retrospective Experience Replay.
EMR @ECCV 2026 - Workshop on Embodied Multimodal Reasoning in Physical Environments at the 19th European Conference on Computer Vision. Malmö, Sweden, Sep 08-12, 2026. URL