Brainformer: Mimic human visual brain functions to machine vision models via fMRI.
Neurocomputing, 2025
Information transfer rate in BCIs: Towards tightly integrated symbiosis.
Biomed. Signal Process. Control., January, 2024
COBRA: A Continual Learning Approach to Vision-Brain Understanding.
CoRR, 2024
Quantum-Brain: Quantum-Inspired Neural Network Approach to Vision-Brain Understanding.
CoRR, 2024
Configural processing as an optimized strategy for robust object recognition in neural networks.
CoRR, 2024
BRACTIVE: A Brain Activation Approach to Human Visual Brain Learning.
CoRR, 2024
Robustness to Transformations Across Categories: Is Robustness Driven by Invariant Neural Representations?
Neural Comput., December, 2023
Three approaches to facilitate invariant neurons and generalization to out-of-distribution orientations and illuminations.
Neural Networks, 2022
Neural Correlates of Face Familiarity Perception.
CoRR, 2022
Three approaches to facilitate DNN generalization to objects in out-of-distribution orientations and illuminations: late-stopping, tuning batch normalization and invariance loss.
CoRR, 2021
To Which Out-Of-Distribution Object Orientations Are DNNs Capable of Generalizing?
CoRR, 2021
Understanding Structure Induced Functional Connectivity in Brain using EEG.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021
Is Robustness To Transformations Driven by Invariant Neural Representations?
CoRR, 2020
Response to Katzhendler and Weinshall: Initial visual degradation during development may be adaptive.
Proc. Natl. Acad. Sci. USA, 2019
Characterizing autonomic response to arousing visual-auditory multi-modal task in Autism Spectrum Disorder (ASD).
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Potential downside of high initial visual acuity.
Proc. Natl. Acad. Sci. USA, 2018
Recognizing Facial Slivers.
J. Cogn. Neurosci., 2018
Motion sequence analysis in the presence of figural cues.
Neurocomputing, 2015
Towards perception awareness: Perceptual event detection for Brain computer interfaces.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Gaze cues in complex, real-world scenes direct the attention of high-functioning adults with autism.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
Face Recognition by Computers and Humans.
Computer, 2010
Visual object concept discovery: Observations in congenitally blind children, and a computational approach.
Neurocomputing, 2007
Region-based representations for face recognition.
ACM Trans. Appl. Percept., 2006
Face Recognition by Humans: Nineteen Results All Computer Vision Researchers Should Know About.
Proc. IEEE, 2006
Receptive Field Structures for Recognition.
Neural Comput., 2006
Project PRAKASH: Development of Object Perception Following Long-term Visual Deprivation.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005
Object recognition and Random Image Structure Evolution.
Cogn. Sci., 2004
Identifying perceptually significant features for recognizing faces.
Proceedings of the Human Vision and Electronic Imaging VII, 2002
Qualitative Representations for Recognition.
Proceedings of the Biologically Motivated Computer Vision Second International Workshop, 2002
The Fidelity of Local Ordinal Encoding.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Statistical Context Priming for Object Detection.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001
How to cheat and get away with it: what computer graphics can learn from perceptual psychology.
Proceedings of the 26th Annual Conference on Computer Graphics and Interactive Techniques, 1999
Pedestrian Detection Using Wavelet Templates.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
Configuration based scene classification and image indexing.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997
Perceiving and recognizing three-dimensional forms.
PhD thesis, 1995
Recovering reflectance and illumination in a world of painted polyhedra.
Proceedings of the Fourth International Conference on Computer Vision, 1993