Daniil Ostashev

Machine Learning Engineer, Snap Inc.

Joined

April 2024

Names

Daniil Ostashev (Preferred)

Emails

****@gmail.com (Confirmed)

****@snapchat.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Machine Learning Engineer

Snap Inc. (snapchat.com)

2021 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

personalization

personalized generative models

Present

generative models

diffusion models

image generation

video generation

Present

Publications

Scaling Group Inference for Diverse and High-Quality Generation
Gaurav Parmar, Or Patashnik, Daniil Ostashev, Kuan-Chieh Jackson Wang, Kfir Aberman, Srinivasa Narasimhan, Jun-Yan Zhu
- ICLR 2026 Poster
- Readers: Everyone
LayerComposer: Interactive Personalized T2I via Spatially-Aware Layered Canvas
Guocheng Qian, Ruihang Zhang, Tsai-Shien Chen, Yusuf Dalva, Anujraaj Goyal, Willi Menapace, Ivan Skorokhodov, Daniil Ostashev, Meng Dong, Arpit Sahni, Ju Hu, Sergey Tulyakov, Kuan-Chieh Jackson Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Kontinuous Kontext: Continuous Strength Control for Instruction-based Image Editing
Rishubh Parihar, Or Patashnik, Daniil Ostashev, Venkatesh Babu Radhakrishnan, Daniel Cohen-Or, Kuan-Chieh Jackson Wang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
ComposeMe: Attribute-Specific Image Prompts for Controllable Human Image Generation
Guocheng Gordon Qian, Daniil Ostashev, Egor Nemchinov, Avihay Assouline, Sergey Tulyakov, Kuan-Chieh Jackson Wang, Kfir Aberman
- CoRR 2025
- Readers: Everyone
Scaling Group Inference for Diverse and High-Quality Generation
Gaurav Parmar, Or Patashnik, Daniil Ostashev, Kuan-Chieh Wang, Kfir Aberman, Srinivasa Narasimhan, Jun-Yan Zhu
- CoRR 2025
- Readers: Everyone
Preventing Shortcuts in Adapter Training via Providing the Shortcuts
Anujraaj Goyal, Guocheng Qian, Huseyin Coskun, Aarush Gupta, Himmy Tam, Daniil Ostashev, Ju Hu, Dhritiman Sagar, Sergey Tulyakov, Kfir Aberman, Kuan-Chieh Wang
- NeurIPS 2025 poster
- Readers: Everyone
Object-level Visual Prompts for Compositional Image Generation
Gaurav Parmar, Or Patashnik, Kuan-Chieh Wang, Daniil Ostashev, Srinivasa Narasimhan, Jun-Yan Zhu, Daniel Cohen-Or, Kfir Aberman
- CoRR 2025
- Readers: Everyone
Nested Attention: Semantic-aware Attention Values for Concept Personalization
Or Patashnik, Rinon Gal, Daniil Ostashev, Sergey Tulyakov, Kfir Aberman, Daniel Cohen-Or
- CoRR 2025
- Readers: Everyone
Personalized Restoration via Dual-Pivot Tuning
Pradyumna Chari, Sizhuo Ma, Daniil Ostashev, Achuta Kadambi, Gurunandan Krishnan, Jian Wang, Kfir Aberman
- IEEE Trans. Image Process. 2025
- Readers: Everyone
Omni-ID: Holistic Identity Representation Designed for Generative Tasks
Guocheng Qian, Kuan-Chieh Wang, Or Patashnik, Negin Heravi, Daniil Ostashev, Sergey Tulyakov, Daniel Cohen-Or, Kfir Aberman
- CVPR 2025
- Readers: Everyone

View all 15 publications

Co-Authors

View all 36 co-authors