Publication
Invariant representations for action recognition in the visual system. Vision Sciences Society 15, (2015).
Invariant Recognition Shapes Neural Representations of Visual Input. Annual Review of Vision Science 4, 403 - 422 (2018).
annurev-vision-091517-034103.pdf (1.55 MB)
Invariant recognition drives neural representations of action sequences. PLoS Comp. Bio (2017).
Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets. (2017).
CBMM-Memo-062.pdf (9.37 MB)
Trading robust representations for sample complexity through self-supervised visual experience. Advances in Neural Information Processing Systems 31 () 9640–9650 (Curran Associates, Inc., 2018). at <http://papers.nips.cc/paper/8170-trading-robust-representations-for-sample-complexity-through-self-supervised-visual-experience.pdf>
trading-robust-representations-for-sample-complexity-through-self-supervised-visual-experience.pdf (3.32 MB)
NeurIPS2018_Poster.pdf (6.12 MB)
Neural tuning size is a key factor underlying holistic face processing. (2014).
CBMM-Memo-021-1406.3793.pdf (387.79 KB)
Neural Tuning Size in a Model of Primate Visual Processing Accounts for Three Key Markers of Holistic Face Processing. Public Library of Science | PLoS ONE 1(3): e0150980, (2016).
journal.pone_.0150980.PDF (384.15 KB)
Cascade of neural processing orchestrates cognitive control in human frontal cortex. eLIFE (2016). doi:10.7554/eLife.12352
Manuscript (1.83 MB)
Recurrent computations for visual pattern completion. Proceedings of the National Academy of Sciences (2018). doi:10.1073/pnas.1719397115
1719397115.full_.pdf (1.1 MB)
Cascade of neural processing orchestrates cognitive control in human frontal cortex [dataset]. (2016). at <http://klab.tch.harvard.edu/resources/tangetal_stroop_2016.html>
Cascade of neural processing orchestrates cognitive control in human frontal cortex [code]. (2016). at <http://klab.tch.harvard.edu/resources/tangetal_stroop_2016.html>
A machine learning approach to predict episodic memory formation. 2016 Annual Conference on Information Science and Systems (CISS) 539 - 544 (2016). doi:10.1109/CISS.2016.7460560
Predicting episodic memory formation for movie events. Scientific Reports (2016). doi:10.1038/srep30175
Computational and Cognitive Neuroscience of Vision (Springer Singapore, 2017). at <http://www.springer.com/us/book/9789811002113>
A role for recurrent processing in object completion: neurophysiological, psychophysical and computational evidence. (2014).
CBMM-Memo-009.pdf (4.21 MB)
Spatiotemporal Dynamics Underlying Object Completion in Human Ventral Visual Cortex. Neuron 83, 736 - 748 (2014).
Towards an objective characterization of an individual's facial movements using Self-Supervised Person-Specific-Models. arXiv (2022). at <https://arxiv.org/abs/2211.08279>
Improved Measures of Integrated Information. PLOS Computational Biology (2016). doi:10.1371/journal.pcbi.100512310.1371
1601.02626.pdf (3.49 MB)
Incorporating Rich Social Interactions Into MDPs. (2022).
CBMM-Memo-133.pdf (1.68 MB)
Incorporating Rich Social Interactions Into MDPs. 2022 IEEE International Conference on Robotics and Automation (ICRA)2022 International Conference on Robotics and Automation (ICRA) (2022). doi:10.1109/ICRA46639.2022.9811991
Social Interactions as Recursive MDPs. (2021).
CBMM-Memo-130.pdf (1.52 MB)
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