Research Group Xi Wang
Team members @MCML
PhD Students
Abhishek Saroha
→ Group Xi Wang
Computer Vision & Artificial Intelligence
Dominik Schnaus
→ Group Xi Wang
Computer Vision & Artificial Intelligence
Recent News @MCML
Publications @MCML
2025
[13]
G. Zhang • S. Qian • X. Wang • D. Cremers
ViSTA-SLAM: Visual SLAM with Symmetric Two-view Association.
Preprint (Sep. 2025). arXiv GitHub
ViSTA-SLAM: Visual SLAM with Symmetric Two-view Association.
Preprint (Sep. 2025). arXiv GitHub
[12]
C. Curreli • D. Muhle • A. Saroha • Z. Ye • R. Marin • D. Cremers
Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction.
CVPR 2025 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Nashville, TN, USA, Jun 11-15, 2025. DOI GitHub
Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction.
CVPR 2025 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Nashville, TN, USA, Jun 11-15, 2025. DOI GitHub
[11]
D. Schnaus • N. Araslanov • D. Cremers
It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data.
CVPR 2025 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Nashville, TN, USA, Jun 11-15, 2025. DOI
It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data.
CVPR 2025 - IEEE/CVF Conference on Computer Vision and Pattern Recognition. Nashville, TN, USA, Jun 11-15, 2025. DOI
[10]
O. Kuzyk • Z. Li • M. Pollefeys • X. Wang
VisualChef: Generating Visual Aids in Cooking via Mask Inpainting.
Preprint (Jun. 2025). arXiv
VisualChef: Generating Visual Aids in Cooking via Mask Inpainting.
Preprint (Jun. 2025). arXiv
[9]
C. Koke • Y. Shen • A. Saroha • M. Eisenberger • B. Rieck • M. M. Bronstein • D. Cremers
Graph Networks struggle with variable Scale.
ICBINB @ICLR 2025 - Workshop I Can’t Believe It’s Not Better: Challenges in Applied Deep Learning at the 13th International Conference on Learning Representations. Singapore, Apr 24-28, 2025. URL
Graph Networks struggle with variable Scale.
ICBINB @ICLR 2025 - Workshop I Can’t Believe It’s Not Better: Challenges in Applied Deep Learning at the 13th International Conference on Learning Representations. Singapore, Apr 24-28, 2025. URL
[8]
C. Koke • D. Schnaus • Y. Shen • A. Saroha • M. Eisenberger • B. Rieck • M. M. Bronstein • D. Cremers
On multi-scale Graph Representation Learning.
LMRL @ICLR 2025 - Workshop on Learning Meaningful Representations of Life at the 13th International Conference on Learning Representations. Singapore, Apr 24-28, 2025. URL
On multi-scale Graph Representation Learning.
LMRL @ICLR 2025 - Workshop on Learning Meaningful Representations of Life at the 13th International Conference on Learning Representations. Singapore, Apr 24-28, 2025. URL
[7]
C. Koke • Y. Shen • A. Saroha • M. Eisenberger • B. Rieck • M. M. Bronstein • D. Cremers
On Incorporating Scale into Graph Networks.
MLMP @ICLR 2025 - Workshop on Machine Learning Multiscale Processes at the 13th International Conference on Learning Representations. Singapore, Apr 24-28, 2025. Best Paper Award. URL
On Incorporating Scale into Graph Networks.
MLMP @ICLR 2025 - Workshop on Machine Learning Multiscale Processes at the 13th International Conference on Learning Representations. Singapore, Apr 24-28, 2025. Best Paper Award. URL
[6]
N. P. A. Vu • A. Saroha • O. Litany • D. Cremers
GAS-NeRF: Geometry-Aware Stylization of Dynamic Radiance Fields.
Preprint (Mar. 2025). arXiv
GAS-NeRF: Geometry-Aware Stylization of Dynamic Radiance Fields.
Preprint (Mar. 2025). arXiv
[5]
A. Saroha • F. Hofherr • M. Gladkova • C. Curreli • O. Litany • D. Cremers
ZDySS -- Zero-Shot Dynamic Scene Stylization using Gaussian Splatting.
Preprint (Jan. 2025). arXiv
ZDySS -- Zero-Shot Dynamic Scene Stylization using Gaussian Splatting.
Preprint (Jan. 2025). arXiv
2024
[4]
L. Sang • A. Saroha • M. Gao • D. Cremers
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations.
GCPR 2024 - German Conference on Pattern Recognition. Munich, Germany, Oct 10-13, 2024. DOI
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations.
GCPR 2024 - German Conference on Pattern Recognition. Munich, Germany, Oct 10-13, 2024. DOI
[3]
A. Saroha • M. Gladkova • C. Curreli • D. Muhle • T. Yenamandra • D. Cremers
Gaussian Splatting in Style.
GCPR 2024 - German Conference on Pattern Recognition. Munich, Germany, Oct 10-13, 2024. DOI
Gaussian Splatting in Style.
GCPR 2024 - German Conference on Pattern Recognition. Munich, Germany, Oct 10-13, 2024. DOI
[2]
L. Härenstam-Nielsen • L. Sang • A. Saroha • N. Araslanov • D. Cremers
DiffCD: A Symmetric Differentiable Chamfer Distance for Neural Implicit Surface Fitting.
ECCV 2024 - 18th European Conference on Computer Vision. Milano, Italy, Sep 29-Oct 04, 2024. DOI GitHub
DiffCD: A Symmetric Differentiable Chamfer Distance for Neural Implicit Surface Fitting.
ECCV 2024 - 18th European Conference on Computer Vision. Milano, Italy, Sep 29-Oct 04, 2024. DOI GitHub
[1]
L. Sang • M. Gao • A. Saroha • D. Cremers
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations.
Wild3D @ECCV 2024 - Workshop 3D Modeling, Reconstruction, and Generation in the Wild at the 18th European Conference on Computer Vision. Milano, Italy, Sep 29-Oct 04, 2024. URL
Enhancing Surface Neural Implicits with Curvature-Guided Sampling and Uncertainty-Augmented Representations.
Wild3D @ECCV 2024 - Workshop 3D Modeling, Reconstruction, and Generation in the Wild at the 18th European Conference on Computer Vision. Milano, Italy, Sep 29-Oct 04, 2024. URL
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