Soroush Mehraban

According to our database, Soroush Mehraban authored at least 12 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences.

Soroush Mehraban, Mohammad Javad Rajabi, Andrea Iaboni, Babak Taati

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

FastHMR: Accelerating Human Mesh Recovery via Token and Layer Merging with Diffusion Decoding.

Soroush Mehraban, Andrea Iaboni, Babak Taati

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

GAITGen: Disentangled Motion-Pathology Impaired Gait Generative Model - Bringing Motion Generation to the Clinical Domain.

Vida Adeli, Soroush Mehraban, Majid Mirmehdi, Alan L. Whone, Benjamin Filtjens, Amirhossein Dadashzadeh, Alfonso Fasano, Andrea Iaboni, Babak Taati

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

PickStyle: Video-to-Video Style Transfer with Context-Style Adapters.

Soroush Mehraban, Vida Adeli, Jacob Rommann, Babak Taati, Kyryl Truskovskyi

CoRR, October, 2025

Pain in 3D: Generating Controllable Synthetic Faces for Automated Pain Assessment.

Xin Lei Lin, Soroush Mehraban, Abhishek Moturu, Babak Taati

CoRR, September, 2025

Token Perturbation Guidance for Diffusion Models.

Javad Rajabi, Soroush Mehraban, Seyedmorteza Sadat, Babak Taati

CoRR, June, 2025

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

Vida Adeli, Ivan Klabucar, Javad Rajabi, Benjamin Filtjens, Soroush Mehraban, Diwei Wang, Trung-Hieu Hoang, Minh N. Do, Hyewon Seo, Candice Müller, Daniel Boari Coelho, Claudia de Oliveira, Pieter Ginis, Moran Gilat, Alice Nieuwboer, Joke Spildooren, J. Lucas McKay, Hyeokhyen Kwon, Gari D. Clifford, Christine D. Esper, Stewart A. Factor, Imari Genias, Amirhossein Dadashzadeh, Leia C. Shum, Alan L. Whone, Majid Mirmehdi, Andrea Iaboni, Babak Taati

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

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

Amirhossein Kazerouni, Soroush Mehraban, Michael Brudno, Babak Taati

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

2024

STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences.

Soroush Mehraban, Mohammad Javad Rajabi, Babak Taati

CoRR, 2024

MotionAGFormer: Enhancing 3D Human Pose Estimation with a Transformer-GCNFormer Network.

Soroush Mehraban, Vida Adeli, Babak Taati

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Evaluating Recent 2D Human Pose Estimators for 2D-3D Pose Lifting.

Soroush Mehraban, Yiqian Qin, Babak Taati

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Benchmarking Skeleton-based Motion Encoder Models for Clinical Applications: Estimating Parkinson's Disease Severity in Walking Sequences.

Vida Adeli, Soroush Mehraban, Irene Ballester, Yasamin Zarghami, Andrea Sabo, Andrea Iaboni, Babak Taati

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024