Krista A. Ehinger

University of Melbourne — Australia

Computer Science · Physical Sciences

23h-index7.5kcitations140works0.52yr avg
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Research Topics

Visual Attention and Saliency Detection(35), Visual perception and processing mechanisms(22), Advanced Image and Video Retrieval Techniques(22), Advanced Neural Network Applications(9), Image Retrieval and Classification Techniques(9)

Publications140 total

Investigating The Functional Roles of Attention Heads in Vision Language Models: Evidence for Reasoning Modules
arXiv (Cornell University)·2025Open Access
PROPA: Toward Process-level Optimization in Visual Reasoning via Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Reasoning Like Experts: Leveraging Multimodal Large Language Models for Drawing-based Psychoanalysis
2025Open Access
Reasoning Like Experts: Leveraging Multimodal Large Language Models for Drawing-based Psychoanalysis
arXiv (Cornell University)·2025Open Access
Do Explanations Expose Bias? How Saliency Maps Affect Judgements of Biased Face-Recognition Models
Frontiers in artificial intelligence and applications·2025Open Access
Tests of a hybrid-similarity exemplar model of context-dependent memorability in a high-dimensional real-world category domain.
Journal of Experimental Psychology General·2025
Deep Learning and Geometric Modeling for 3D Reconstruction of Subsurface Utilities from GPR Data
Sensors·2025Open Access
Adaptive Segmentation of EEG for Machine Learning Applications
arXiv (Cornell University)·2025Open Access
Visual Cognition in Vision-Language Models
Journal of Vision·2025Open Access
Open-World Amodal Appearance Completion
2025· 2 cited
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task
arXiv (Cornell University)·2025Open Access
An equivalent illuminant analysis of lightness constancy with physical objects and in virtual reality
Behavior Research Methods·2025
State-Based Disassembly Planning
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
TCAM-Diff: Triplane-Aware Cross-Attention Medical Diffusion Model
Proceedings of the AAAI Conference on Artificial Intelligence·2025Open Access
Improved level set method for particle reconstruction from X-ray computed tomography images
Powder Technology·2025· 1 cited
State-Based Disassembly Planning
arXiv (Cornell University)·2025Open Access
Planning-Driven Programming: A Large Language Model Programming Workflow
2025· 1 citedOpen Access
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task
2025Open Access
Planning-Driven Programming: A Large Language Model Programming Workflow
arXiv (Cornell University)·2024Open Access
Open-World Amodal Appearance Completion
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Aude Oliva(11), Antonio Torralba(11), Jianxiong Xiao(7), Jeremy M. Wolfe(6), James Hays(5), J. Weng(5), P. Weger(4), E. Bertagnolli(4), H. Schaber(4), S. Roth(3), Jinxia Zhang(3), Jingyu Yang(3), T.F. Meister(3), D. Hartwig(3), H. Klose(3), J. Bieger(3), R. Kakoschke(3), B. Hidalgo-Sotelo(2), Ruth Rosenholtz(2), Haikun Wei(2)