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Soroush Mehraban

3 accepted papers

2025

Care-PD: A Multi-Site Anonymized Clinical Dataset for Parkinson’s Disease Gait Assessment

NeurIPS 2025poster

Objective gait assessment in Parkinson’s Disease (PD) is limited by the absence of large, diverse, and clinically annotated motion datasets. We introduce Care-PD, the largest publicly available archive of 3D mesh gait data for PD, and the first multi-site collection spanning 9 cohorts from 8 clinica…

Cited by 0SourceScholar
2025

LIFT: Latent Implicit Functions for Task- and Data-Agnostic Encoding

ICCV 2025poster

Implicit Neural Representations (INRs) are proving to be a powerful paradigm in unifying task modeling across diverse data domains, offering key advantages such as memory efficiency and resolution independence. Conventional deep learning models are typically modality-dependent, often requiring custo…

Cited by 0SourcePDFScholar
2025

Token Perturbation Guidance for Diffusion Models

NeurIPS 2025poster

Classifier-free guidance (CFG) has become an essential component of modern diffusion models to enhance both generation quality and alignment with input conditions. However, CFG requires specific training procedures and is limited to conditional generation. To address these limitations, we propose To…

Cited by 0SourcecodeScholar