All Publications
2015
“Unsupervised learning of invariant representations”, Theoretical Computer Science, 2015. ,
CBMM Related
“What if..”. 2015. What if.pdf (2.09 MB) ,
CBMM Memo No.
035
“Deep Convolutional Networks are Hierarchical Kernel Machines”. 2015. CBMM Memo 035_rev5.pdf (975.65 KB) ,
CBMM Funded
CBMM Memo No.
034
“Parsing Occluded People by Flexible Compositions”, Computer Vision and Pattern Recognition (CVPR). 2015. CBMM Memo 034.pdf (5.54 MB) ,
CBMM Funded
CBMM Memo No.
031
“Complexity of Representation and Inference in Compositional Models with Part Sharing”. 2015. CBMM Memo 031.pdf (1.14 MB) ,
CBMM Funded
“Not So Innocent: Toddlers’ Inferences About Costs and Culpability”, Psychological Science , vol. 26, no. 5, pp. 633-40, 2015. NotSoInnocent_InPress.pdf (238.53 KB) ,
CBMM Funded
“Lust and the Turing test [Nature] ”. Nature, 2015. Lust and the Turing Test.pdf (203.1 KB) ,
“Intelligent Information Loss: The Coding of Facial Identity, Head Pose, and Non-Face Information in the Macaque Face Patch System”, The Journal of Neuroscience , vol. 35, no. 18, 2015. ,
CBMM Funded
“Our Mother the Machine, by Dan Rockmore [Huffpost] ”. Huffington Post, 2015. Our Mother the Machine.pdf (199.73 KB) ,
“Model-based Story Summary”, in 6th Workshop on Computational Models of Narrative, Atlanta, Georgia, 2015. ,
CBMM Related
CBMM Memo No.
033
“Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)”. 2015. CBMM Memo 033.pdf (839.42 KB) ,
CBMM Funded
CBMM Memo No.
030
“Towards a Programmer's Apprentice (Again)”. 2015. CBMM-memo-030.pdf (294.27 KB) ,
CBMM Funded
CBMM Memo No.
029
“On Invariance and Selectivity in Representation Learning”. 2015. CBMM Memo No. 029 (812.07 KB) ,
CBMM Funded
CBMM Memo No.
028
“A Review of Relational Machine Learning for Knowledge Graphs: From Multi-Relational Link Prediction to Automated Knowledge Graph Construction”. 2015. CBMM Memo No. 028 (878.56 KB) ,
CBMM Funded
“Discovering hierarchical motion structure”, Vision Research, vol. Available online 26 March 2015, 2015. hierarchical_motion.pdf (582.01 KB) ,
CBMM Funded
“Early reasoning about affiliation and kinship.”. Poster presentation at the Biennial Meeting of the Society for Research in Child Development, Philadelphia, PA, 2015. ,
CBMM Funded
“The causes and consequences explicit in verbs”, Language, Cognition and Neuroscience, vol. 30, no. 6, pp. 716-734, 2015. ,
CBMM Related
“Visual categorization of social interactions”, Visual Cognition , vol. 22, no. 9-10, 2015. ,
CBMM Related
“Expansion microscopy”, Science, vol. 347 , no. 6221 , pp. 543-548 , 2015. ,
CBMM Funded
“Decrease in gamma-band activity tracks sequence learning”, Frontiers in Systems Neuroscience, vol. 8, 2015. fnsys-08-00222.pdf (5.62 MB) ,
CBMM Related
“Neural ensemble communities: open-source approaches to hardware for large-scale electrophysiology”, Current Opinion in Neurobiology, vol. 32, pp. 53 - 59, 2015. ,
CBMM Funded
“Early Reasoning about Affiliation and Caregiving”, Cognitive Development Society (CDS). 2015. ,
CBMM Funded
CBMM Memo No.
037
“Notes on Hierarchical Splines, DCLNs and i-theory”. 2015. CBMM Memo 037 (1.83 MB) ,
CBMM Funded
“A model for full local image interpretation”, Cognitive Science Society . 2015. Full object interpretation CogSci 2015 Print version.pdf (707.34 KB) ,
CBMM Related
“Isolating angle in infants' detection of shape”. 2015. SRCD_2015_Dillonetal.pdf (5.01 MB) ,
CBMM Funded