Mahtab Bigverdi

According to our database, Mahtab Bigverdi authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Ablate-to-Validate: Are Vision-Language Models Really Using Continuous Thought Tokens?

Tianyi Zhang, Mahtab Bigverdi, Ranjay Krishna

CoRR, May, 2026

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, June, 2025

MedBLINK: Probing Basic Perception in Multimodal Language Models for Medicine.

Mahtab Bigverdi, Wisdom Oluchi Ikezogwo, Kevin M. Zhang, Hyewon Jeong, Mingyu Lu, Sungjae Cho, Linda G. Shapiro, Ranjay Krishna

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Data Alignment for Zero-Shot Concept Generation in Dermatology AI.

Soham Gadgil, Mahtab Bigverdi

CoRR, 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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Gene-Level Representation Learning via Interventional Style Transfer in Optical Pooled Screening.

Mahtab Bigverdi, Burkhard Höckendorf, Heming Yao, Phil Hanslovsky, Romain Lopez, David Richmond

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

MIMIC: Masked Image Modeling with Image Correspondences.

Kalyani Marathe, Mahtab Bigverdi, Nishat Khan, Tuhin Kundu, Aniruddha Kembhavi, Linda G. Shapiro, Ranjay Krishna

CoRR, 2023