Sigal Raab

           

I am a Ph.D candidate at the Tel-Aviv University, under the supervision of Prof. Daniel Cohen-Or.

Interested in machine learning, computer graphics, and computer vision.
My particular interest lies in generative AI, specifically in the realm of human motion and animation.





Important Note: Our paper MDM (~500 citations) has temporarily vanished from Google Scholar due to a parsing issue. Please refer to it on Semantic Scholar for now. The right way to cite it is shown in this link.

Community

Co-organized The first Workshop on Human Motion Generation (HuMoGen) at CVPR2024.

Awards

Won the Shashua Family Foundation Scholarship in the field of Tech & Science Education, 2024.

Publications


CLoSD: Closing the Loop between Simulation and Diffusion for multi-task character control
Guy Tevet, Sigal Raab, Setareh Cohan, Daniele Reda, Zhengyi Luo, Xue Bin Peng, Amit H. Bermano, Michiel van de Panne
ICLR 2025
Paper Project Video Code Two Min. Papers

Monkey See, Monkey Do: Harnessing Self-attention in Motion Diffusion for Zero-shot Motion Transfer
Sigal Raab, Inbar Gat, Nathan Sala, Guy Tevet, Rotem Shalev-Arkushin, Ohad Fried, Amit H. Bermano, Daniel Cohen-Or
SIGGRAPH Asia 2024 Conference
Paper Project Video Code



Single Motion Diffusion
Sigal Raab*, Inbal Leibovitch*, Guy Tevet, Moab Arar, Amit H. Bermano, Daniel Cohen-Or
ICLR 2024 (spotlight - top 5%)
Paper Project Video Code



MoDi: Unconditional Motion Synthesis from Diverse Data
Sigal Raab, Inbal Leibovitch, Peizhuo Li, Kfir Aberman, Olga Sorkine-Hornung, Daniel Cohen-Or
CVPR 2023
Paper Project Video Code



Human Motion Diffusion Model
Guy Tevet, Sigal Raab, Brian Gordon, Yonatan Shafir, Daniel Cohen-Or, Amit H. Bermano
ICLR 2023 (top 25%)
Paper Project Video Code Demo



FLEX: Extrinsic Parameters-free Multi-view 3D Human Motion Reconstruction
Brian Gordon*, Sigal Raab*, Guy Azov, Raja Giryes, Daniel Cohen-Or
ECCV 2022
Paper Video Code



Controlled Perturbation for Arrangements of Polyhedral Surfaces with Application to Swept Volumes
Sigal Raab, Dan Halperin
SoCG 1999
Paper