Publication
Representation Learning from Orbit Sets for One-shot Classification. AAAI Spring Symposium Series, Science of Intelligence (2017). at <https://www.aaai.org/ocs/index.php/SSS/SSS17/paper/view/15357>
Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets. (2017).
CBMM-Memo-062.pdf (9.37 MB)
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).
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)
A role for recurrent processing in object completion: neurophysiological, psychophysical and computational evidence. (2014).
CBMM-Memo-009.pdf (4.21 MB)
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
Computational and Cognitive Neuroscience of Vision (Springer Singapore, 2017). at <http://www.springer.com/us/book/9789811002113>
Spatiotemporal Dynamics Underlying Object Completion in Human Ventral Visual Cortex. Neuron 83, 736 - 748 (2014).
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. eLIFE (2016). doi:10.7554/eLife.12352
Manuscript (1.83 MB)
Predicting episodic memory formation for movie events. Scientific Reports (2016). doi:10.1038/srep30175
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>
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)
Social Interactions as Recursive MDPs. (2021).
CBMM-Memo-130.pdf (1.52 MB)
Zero-shot linear combinations of grounded social interactions with Linear Social MDPs. Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI) (2023).
Incorporating Rich Social Interactions Into MDPs. (2022).
CBMM-Memo-133.pdf (1.68 MB)
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