Scholar
Kfir Aberman
Google Scholar ID: jdbZDakAAAAJ
Research Scientist at Snap
Citations & Impact
Citations
10,308
H-index
30
i10-index
37
Publications
20
Co-authors
28
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- 1. Orthogonal Adaptation for Modular Customization of Diffusion Models, CVPR 2024
- 2. 3D Paintbrush: Local Stylization of 3D Shapes with Cascaded Score Distillation, CVPR 2024
- 3. HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models, CVPR 2024
- 4. Realfill: Reference-Driven Generation for Authentic Image Completion, Arxiv, 2023
- 5. State of the Art on Diffusion Models for Visual Computing, Arxiv, 2023
- 6. Break-A-Scene: Extracting Multiple Concepts from a Single Image, SIGGRAPH Asia 2023
- 7. Delta Denoising Score, ICCV 2023
- 8. P+: Extended Textual Conditioning in Text-to-Image Generation, ArXiv, 2023
- 9. DreamBooth3D, ICCV 2023
- 10. Sketch-Guided Text-to-Image Diffusion Models, SIGGRAPH 2023
- 11. Null-Text Inversion for Editing Real Images using Guided Diffusion Models, CVPR 2023
- 12. DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation, CVPR 2023 (Best Paper Candidate)
- 13. Prompt-to-Prompt Image Editing with Cross Attention Control, ICLR 2023
- 14. MyStyle: A Personalized Generative Prior, SIGGRAPH Asia 2022 (journal track)
Research Experience
- 1. Research Scientist at Snap Research, leading the Personalized Generative AI effort.
- 2. Research Scientist at Google Research.
Education
- Ph.D. from Tel-Aviv University, advised by Daniel Cohen-Or
Background
- Research interests: Synthesizing novel visual effects that are impactful and meaningful to people’s day-to-day. Currently a Research Scientist at Snap Research, leading the Personalized Generative AI effort. Previously worked at Google Research.
Miscellany
- Personal interests: Loves to host students at Snap (Palo Alto) who are passionate about synthesis and visual effects, and can host throughout the year. Grew up in a small town in Israel called Zefat, lived in Tel-Aviv as an adult, spent 3 wonderful years in China as a researcher, and currently based in the Bay Area (California).
