MIMIC: Masked Image Modeling with Image Correspondences. - Kalyani Marathe; Mahtab Bigverdi; Nishat Khan; Tuhin Kundu; Aniruddha Kembhavi; Linda G. Shapiro; Ranjay Krishna (CoRR, 2023)

Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening. - Mahtab Bigverdi; Burkhard Höckendorf; Heming Yao; Phil Hanslovsky; Romain Lopez; David Richmond (CVPR Workshops, 2024)

MIMIC: Masked Image Modeling with Image Correspondences. - Kalyani Marathe; Mahtab Bigverdi; Nishat Khan; Tuhin Kundu; Patrick Howe; Sharan Ranjit S; Anand Bhattad; Aniruddha Kembhavi; Linda G. Shapiro; Ranjay Krishna (CVPR Workshops, 2024)

Data Alignment for Zero-Shot Concept Generation in Dermatology AI. - Soham Gadgil; Mahtab Bigverdi (CoRR, 2024)

Perception Tokens Enhance Visual Reasoning in Multimodal Language Models. - Mahtab Bigverdi; Zelun Luo; Cheng-Yu Hsieh; Ethan Shen; Dongping Chen; Linda G. Shapiro; Ranjay Krishna (CVPR, 2025)

Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations. - Linjie Li; Mahtab Bigverdi; Jiawei Gu; Zixian Ma; Yinuo Yang; Ziang Li; Yejin Choi; Ranjay Krishna (CoRR, 2025)