All Publications
2015
“How PFC and LIP process single and multiple-object ‘pop-out’ displays”, Society for Neuroscience. 2015. ,
CBMM Funded
“Learning with Group Invariant Features: A Kernel Perspective”, in NIPS 2015, 2015. LearningInvarianceKernel_NIPS2015.pdf (292.18 KB) ,
CBMM Related
“Using fNIRS to Map Functional Specificity in the Infant Brain: An fROI Approach”. 2015. SRCD2015_NIRS_poster.pdf (2.14 MB) ,
CBMM Related
“Learning with incremental iterative regularization”, in NIPS 2015, 2015. Learning with Incremental Iterative Regularization_1405.0042v2.pdf (504.66 KB) ,
CBMM Related
“Less is More: Nyström Computational Regularization”, in NIPS 2015, 2015. Less is More- Nystr ̈om Computational Regularization_1507.04717v4.pdf (287.14 KB) ,
CBMM Funded
CBMM Related
“Invariant representations for action recognition in the visual system.”, Vision Sciences Society, vol. 15, no. 12. Journal of vision, 2015. ,
CBMM Funded
“Semantic Part Segmentation using Compositional Model combing Shape and Appearance”, in CVPR, 2015. JianyuWangSemanticCVPR2015 (1).pdf (6.15 MB) ,
CBMM Funded
“One Shot Learning via Compositions of Meaningful Patches”, in International Conference on Computer Vision (ICCV), 2015. AlexWongOneShotCVPR2015.pdf (1.83 MB) ,
CBMM Funded
“Galileo: Perceiving physical object properties by integrating a physics engine with deep learning.”, in NIPS 2015, Montréal, Canada, 2015. ,
CBMM Funded
“Efficient and robust analysis-by-synthesis in vision: A computational framework, behavioral tests, and modeling neuronal representations”, in Annual Conference of the Cognitive Science Society, 2015. yildirimetal_cogsci15.pdf (3.22 MB) ,
CBMM Funded
“Information Selection in Noisy Environments with Large Action Spaces”, 9th Biennial Conference of the Cognitive Development Society, vol. Columbus, OH. 2015. ,
CBMM Funded
“A Compositional Framework for Grounding Language Inference, Generation, and Acquisition in Video”. 2015. ,
CBMM Funded
2014
“Short temporal asynchrony disrupts visual object recognition.”, J Vis, vol. 14, no. 5, p. 7, 2014. ,
CBMM Related
CBMM Memo No.
025
“When Computer Vision Gazes at Cognition.”. 2014. CBMM-Memo-025.pdf (3.78 MB) ,
CBMM Funded
“A framework for studying synaptic plasticity with neural spike train data”, in Neural Information Processing Systems, 2014. 5274-a-framework-for-studying-synaptic-plasticity-with-neural-spike-train-data.pdf (4.6 MB) ,
CBMM Related
“Is Research in Intelligence an Existential Risk?”. 2014. Is Research in Intelligence an Existential Risk.pdf (571.42 KB) ,
CBMM Funded
CBMM Memo No.
027
“A Nonparametric Bayesian Approach to Uncovering Rat Hippocampal Population Codes During Spatial Navigation.”. 2014. CBMM-Memo-027.pdf (9.44 MB) ,
CBMM Funded
CBMM Memo No.
026
“Representation Learning in Sensory Cortex: a theory.”. 2014. CBMM-Memo-026_neuron_ver45.pdf (1.35 MB) ,
CBMM Funded
“Core geometry in perspective”, Developmental Science, 2014. ,
CBMM Related
“Speech Representations based on a Theory for Learning Invariances”. SANE 2014 - Speech and Audio in the Northeast, 2014. ,
CBMM Related
CBMM Memo No.
024
“Abstracts of the 2014 Brains, Minds, and Machines Summer Course”. 2014. CBMM-Memo-024.pdf (2.86 MB) ,
CBMM Funded
CBMM Memo No.
023
“Unsupervised learning of clutter-resistant visual representations from natural videos.”. 2014. 1409.3879v2.pdf (3.64 MB) ,
CBMM Funded
CBMM Memo No.
012
“Seeing is Worse than Believing: Reading People’s Minds Better than Computer-Vision Methods Recognize Actions”. 2014. CBMM Memo 012.pdf (678.95 KB) ,
CBMM Funded
“Sharp emergence of feature-selective sustained activity along the dorsal visual pathway”, Nature Neuroscience, vol. 7, no. 9, 2014. ,
CBMM Related