MoA: Mixture-of-Attention for Subject-Context Disentanglement in Personalized Image Generation. - Kuan-Chieh Wang; Daniil Ostashev; Yuwei Fang; Sergey Tulyakov; Kfir Aberman (SIGGRAPH Asia, 2024)

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)

Personalized Restoration via Dual-Pivot Tuning. - Pradyumna Chari; Sizhuo Ma; Daniil Ostashev; Achuta Kadambi; Gurunandan Krishnan; Jian Wang 111; Kfir Aberman (IEEE Trans. Image Process., 2025)

Nested Attention: Semantic-aware Attention Values for Concept Personalization. - Or Patashnik; Rinon Gal; Daniil Ostashev; Sergey Tulyakov; Kfir Aberman; Daniel Cohen-Or (CoRR, 2025)

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)