"latent space modeling" Papers

12 papers found

Autoregressive Motion Generation with Gaussian Mixture-Guided Latent Sampling

Linnan Tu, Lingwei Meng, Zongyi Li et al.

NEURIPS 2025

CALM-PDE: Continuous and Adaptive Convolutions for Latent Space Modeling of Time-dependent PDEs

Jan Hagnberger, Daniel Musekamp, Mathias Niepert

NEURIPS 2025spotlightarXiv:2505.12944
2
citations

Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection

Farzad Beizaee, Gregory A. Lodygensky, Christian Desrosiers et al.

CVPR 2025arXiv:2503.19357
9
citations

Easing Training Process of Rectified Flow Models Via Lengthening Inter-Path Distance

Shifeng Xu, Yanzhu Liu, Adams Kong

ICLR 2025
2
citations

Masked Temporal Interpolation Diffusion for Procedure Planning in Instructional Videos

Yufan Zhou, Zhaobo Qi, Lingshuai Lin et al.

ICLR 2025oralarXiv:2507.03393

Provably Safeguarding a Classifier from OOD and Adversarial Samples

Nicolas Atienza, Johanne Cohen, Christophe Labreuche et al.

ICLR 2025arXiv:2501.10202

Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression

Jie Liu, Tiexin Qin, Hui Liu et al.

CVPR 2025arXiv:2503.04131

STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Jiatao Gu, Tianrong Chen, David Berthelot et al.

NEURIPS 2025spotlightarXiv:2506.06276
15
citations

UHD-processer: Unified UHD Image Restoration with Progressive Frequency Learning and Degradation-aware Prompts

Yidi Liu, Dong Li, Xueyang Fu et al.

CVPR 2025
5
citations

Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds

Noémie Jaquier, Leonel Rozo, Miguel González-Duque et al.

ICML 2024arXiv:2210.01672
11
citations

Diversified and Personalized Multi-rater Medical Image Segmentation

Yicheng Wu, Xiangde Luo, Zhe Xu et al.

CVPR 2024highlightarXiv:2403.13417
16
citations

From Vision to Audio and Beyond: A Unified Model for Audio-Visual Representation and Generation

Kun Su, Xiulong Liu, Eli Shlizerman

ICML 2024arXiv:2409.19132
17
citations