14.06.2024

MCML at CVPR 2024

17 Accepted Papers (13 Main, and 4 Workshops)

IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, WA, USA, Jun 17-21, 2024

We are happy to announce that MCML researchers have contributed a total of 17 papers to CVPR 2024: 13 Main, and 4 Workshop papers. Congrats to our researchers!

Main Track (13 papers)

M. Brahimi • B. Haefner • Z. Ye • B. Goldluecke • D. Cremers
Sparse Views, Near Light: A Practical Paradigm for Uncalibrated Point-light Photometric Stereo.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

Y. Chen • Y. Di • G. Zhai • F. Manhardt • C. Zhang • R. Zhang • F. Tombari • N. Navab • B. Busam
SecondPose: SE(3)-Consistent Dual-Stream Feature Fusion for Category-Level Pose Estimation.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

V. Ehm • M. Gao • P. Roetzer • M. Eisenberger • D. Cremers • F. Bernard
Partial-to-Partial Shape Matching with Geometric Consistency.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI GitHub

M. Ghahremani • M. Khateri • B. Jian • B. Wiestler • E. Adeli • C. Wachinger
H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

K. Han • D. Muhle • F. Wimbauer • D. Cremers
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

J. Huang • H. Yu • K.-T. Yu • N. Navab • S. Ilic • B. Busam
MatchU: Matching Unseen Objects for 6D Pose Estimation from RGB-D Images.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

H. Jung • S.-C. Wu • P. Ruhkamp • G. Zhai • H. Schieber • G. Rizzoli • P. Wang • H. Zhao • L. Garattoni • D. Roth • S. Meier • N. Navab • B. Busam
HouseCat6D -- A Large-Scale Multi-Modal Category Level 6D Object Perception Dataset with Household Objects in Realistic Scenarios.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

H. Li • C. Shen • P. Torr • V. Tresp • J. Gu
Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI GitHub

A. Toker • M. Eisenberger • D. Cremers • L. Leal-Taixé
SatSynth: Augmenting Image-Mask Pairs Through Diffusion Models for Aerial Semantic Segmentation.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

S. Weber • T. Dagès • M. Gao • D. Cremers
Finsler-Laplace-Beltrami Operators with Application to Shape Analysis.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

F. Wimbauer • B. Wu • E. Schoenfeld • X. Dai • J. Hou • Z. He • A. Sanakoyeu • P. Zhang • S. Tsai • J. Kohler • C. Rupprecht • D. Cremers • P. Vajda • J. Wang
Cache Me if You Can: Accelerating Diffusion Models through Block Caching.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI GitHub

S. Weber • B. Zöngür • N. Araslanov • D. Cremers
Flattening the Parent Bias: Hierarchical Semantic Segmentation in the Poincaré Ball.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

Y. Xia • L. Shi • Z. Ding • J. F. Henriques • D. Cremers
Text2Loc: 3D Point Cloud Localization from Natural Language.
CVPR 2024 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI GitHub

Workshops (4 papers)

A. Höhl • I. Obadic • M.-Á. Fernández-Torres • D. Oliveira • X. Zhu;
Recent Trends Challenges and Limitations of Explainable AI in Remote Sensing.
Workshop @CVPR 2024 - Workshop at the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. PDF

I. Obadic • A. Levering • L. Pennig • D. Oliveira • D. Marcos • X. Zhu
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes.
Workshop @CVPR 2024 - Workshop at the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

C. Reich • B. Debnath • D. Patel • T. Prangemeier • D. Cremers • S. Chakradhar
Deep Video Codec Control for Vision Models.
Workshop @CVPR 2024 - Workshop at the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI

C. Reich • O. Hahn • D. Cremers • S. Roth • B. Debnath
A Perspective on Deep Vision Performance with Standard Image and Video Codecs.
Workshop @CVPR 2024 - Workshop at the IEEE/CVF Conference on Computer Vision and Pattern Recognition. Seattle, WA, USA, Jun 17-21, 2024. DOI