Michal Golovanevsky

According to our database, Michal Golovanevsky authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

Is There Knowledge Left to Extract? Evidence of Fragility in Medically Fine-Tuned Vision-Language Models.

Oliver McLaughlin, Daniel Shubin, Carsten Eickhoff, Ritambhara Singh, William Rudman, Michal Golovanevsky

CoRR, April, 2026

When to Call an Apple Red: Humans Follow Introspective Rules, VLMs Don't.

Jonathan Nemitz, Carsten Eickhoff, Junyi Jessy Li, Kyle Mahowald, Michal Golovanevsky, William Rudman

CoRR, April, 2026

Less is More: Label-Guided Summarization of Procedural and Instructional Videos.

Shreya Rajpal, Michal Golovanevsky, Carsten Eickhoff

CoRR, January, 2026

Mechanisms of Prompt-Induced Hallucination in Vision-Language Models.

William Rudman, Michal Golovanevsky, Dana Arad, Yonatan Belinkov, Carsten Eickhoff, Ritambhara Singh, Kyle Mahowald

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

PiCME: Pipeline for Contrastive Modality Evaluation and Encoding in the MIMIC Dataset.

Michal Golovanevsky, Pranav Mahableshwarkar, Carsten Eickhoff, Ritambhara Singh

CoRR, July, 2025

What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation.

Michal Golovanevsky, William Rudman, Vedant Palit, Carsten Eickhoff, Ritambhara Singh

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts.

Michal Golovanevsky, William Rudman, Michael A. Lepori, Amir Bar, Ritambhara Singh, Carsten Eickhoff

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Forgotten Polygons: Multimodal Large Language Models are Shape-Blind.

William Rudman, Michal Golovanevsky, Amir Bar, Vedant Palit, Yann LeCun, Carsten Eickhoff, Ritambhara Singh

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Noise-free Text-Image Corruption and Evaluation.

Michal Golovanevsky, William Rudman, Vedant Palit, Ritambhara Singh, Carsten Eickhoff

CoRR, 2024

2023

One-Versus-Others Attention: Scalable Multimodal Integration.

Michal Golovanevsky, Eva Schiller, Akira Nair, Ritambhara Singh, Carsten Eickhoff

CoRR, 2023

2022

Multimodal attention-based deep learning for Alzheimer's disease diagnosis.

Michal Golovanevsky, Carsten Eickhoff, Ritambhara Singh

J. Am. Medical Informatics Assoc., 2022