Shimon Ullman

Weizmann Institute of Science — Israel

Neuroscience · Life Sciences

56h-index23.6kcitations291works1.02yr avg
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Research Topics

Visual perception and processing mechanisms(60), Advanced Image and Video Retrieval Techniques(49), Neural dynamics and brain function(42), Image Retrieval and Classification Techniques(41), Advanced Vision and Imaging(29)

Publications287 total

Seeing more with less: human-like representations in vision models
2025
Neural correlates of minimal recognizable configurations in the human brain
Cell Reports·2025· 2 citedOpen Access
Variable Resolution Improves Visual Question Answering Under a Limited Pixel Budget
Lecture notes in computer science·2025
Towards Multimodal In-context Learning for Vision and Language Models
Lecture notes in computer science·2025· 4 cited
Teaching VLMs to Localize Specific Objects from In-context Examples
arXiv (Cornell University)·2024Open Access
Towards Multimodal In-Context Learning for Vision & Language Models
arXiv (Cornell University)·2024· 1 citedOpen Access
Biologically Inspired Learning Model for Instructed Vision
2024
Efficient Rehearsal Free Zero Forgetting Continual Learning using Adaptive Weight Modulation
arXiv (Cornell University)·2023Open Access
Human-like scene interpretation by a guided counterstream processing
Proceedings of the National Academy of Sciences·2023· 3 citedOpen Access
Biologically-Motivated Learning Model for Instructed Visual Processing
arXiv (Cornell University)·2023Open Access
Teaching Structured Vision & Language Concepts to Vision & Language Models
2023· 41 cited
Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models
arXiv (Cornell University)·2023· 12 citedOpen Access
Attention Based Multi-Label Classification of Diabetic Retinopathy from Optical Coherence Tomography
2023
The dynamics of scene understanding
Journal of Vision·2022Open Access
Teaching Structured Vision&Language Concepts to Vision&Language Models
arXiv (Cornell University)·2022· 1 citedOpen Access
Gaze following requires early visual experience
Proceedings of the National Academy of Sciences·2022· 18 citedOpen Access
A model for full local image interpretation
arXiv (Cornell University)·2021· 5 citedOpen Access
Detector-Free Weakly Supervised Grounding by Separation
2021 IEEE/CVF International Conference on Computer Vision (ICCV)·2021Open Access
Author Correction: View-tuned and view-invariant face encoding in IT cortex is explained by selected natural image fragments
Scientific Reports·2021Open Access
Multi-Task Learning By A Top-Down Control Network
2021· 2 citedOpen Access
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Frequent Co-authors

Eran Borenstein(4), Michel Vidal-Naquet(3), Daniel Harari(3), Yael Adini(2), David Marr(2), Erez Sali(2), Yael Moses(2), Ita Lifshitz(2), Ethan Fetaya(2), Rafael Malach(2), Christof Koch(1), Peter J. Burt(1), Yoram Moses(1), Nikola T. Markov(1), Julien Vezoli(1), Pascal Chameau(1), Arnaud Falchier(1), René Quilodran(1), Cyril Huissoud(1), Camille Lamy(1)