Scholar
Rameen Abdal
Google Scholar ID: kEQimk0AAAAJ
Snap Inc.
Citations & Impact
Citations
4,391
H-index
15
i10-index
16
Publications
20
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- - Zero-Shot Dynamic Concept Personalization with Grid-Based LoRA, SIGGRAPH Asia, 2025
- - Dynamic Concepts Personalization from Single Videos, SIGGRAPH, 2025
- - Improving the Diffusability of Autoencoders, ICML, 2025
- - Interpreting the Weight Space of Customized Diffusion Models, NeurIPS, 2024
- - Gaussian Shell Maps for Efficient 3D Human Generation, CVPR, 2024
- - 3DAvatarGAN: Bridging Domains for Personalized Editable Avatars, CVPR, 2023
- - Video2StyleGAN: Disentangling Local and Global Variations in a Video, ArXiv pre-print, 2022
- - HairNet: Hairstyle Transfer with Pose Changes, ECCV, 2022
- - CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions, ACM SIGGRAPH Conference Proceedings, 2022
- - Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks, ICLR, 2022
- - Barbershop: GAN-based Image Compositing using Segmentation Masks, 2021
Research Experience
- - Research Scientist, Snap Inc. (Creative Vision Team), Palo Alto, California, USA, September 2024 - present
- - Research Intern, Snap Research Creative Vision, Los Angeles, California, USA, June 2022 - Oct 2022
- - Collaborator (Remote), Adobe Research, London, UK, March 2020 - May 2022
Education
- - Postdoc, Stanford Computational Imaging Lab, Stanford University, 2023 - 2024, Advisor: Gordon Wetzstein
- - Ph.D. in Computer Science, KAUST, Visual Computing Center, 2020 - 2023, Advisor: Peter Wonka
- - MS in Computer Science, KAUST, Visual Computing Center, 2018 - 2020
- - B.Tech in ECE, National Institute of Technology (NIT), Srinagar, India, 2014 - 2018
Background
- Research interests include image and video personalization, particularly capturing unique user expressions, motions, and interactions in immersive and collaborative environments.
Miscellany
- Looking for interns. Feel free to reach out directly.
