All Publications
2017
“Temporal Grounding Graphs for Language Understanding with Accrued Visual-Linguistic Context”, in Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, 2017. ,
CBMM Funded
“A null model for cortical representations with grandmothers galore”, Language, Cognition and Neuroscience, pp. 274 - 285, 2017. ,
CBMM Funded
“Faulty Towers: A counterfactual simulation model of physical support”, Proceedings of the 39th Annual Conference of the Cognitive Science Society. 2017.
Faulty Towers A counterfactual simulation model of physical support, Gerstenberg et al., 2017.pdf (8.75 MB) ,
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CBMM Funded
“Pruning Convolutional Neural Networks for Image Instance Retrieval”, 2017.
1707.05455.pdf (143.46 KB) ,
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CBMM Related
“Oscillations, neural computations and learning during wake and sleep”, Current Opinion in Neurobiology, vol. 44C, no. June 2017, 2017. ,
CBMM Funded
“Synthesizing 3D Shapes via Modeling Multi-view Depth Maps and Silhouettes with Deep Generative Networks”, in 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, HI, 2017.
Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes with Deep Generative Networks.pdf (2.86 MB) ,
![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
CBMM Funded
“Marbles in inaction: Counterfactual simulation and causation by omission”, Proceedings of the 39th Annual Conference of the Cognitive Science Society. 2017.
Marbles in Inaction Counterfactual Simulation and Causation by Omission, Stephan, Willemsen, Gerstenberg, 2017.pdf (1.46 MB) ,
![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
CBMM Funded
“Physical problem solving: Joint planning with symbolic, geometric, and dynamic constraints”, Proceedings of the 39th Annual Conference of the Cognitive Science Society. 2017.
Physical problem solving Joint planning with symbolic, geometric, and dynamic constraints, Yildirim et al., 2017.pdf (2.46 MB) ,
![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
CBMM Funded
“Causal and compositional generative models in online perception”, 39th Annual Meeting of the Cognitive Science Society - COGSCI 2017. London, UK, 2017. ,
CBMM Related
CBMM Memo No.
069
“Do Deep Neural Networks Suffer from Crowding?”. 2017.
CBMM-Memo-069.pdf (6.47 MB) ,
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CBMM Funded
CBMM Memo No.
068
“On the Forgetting of College Academics: at "Ebbinghaus Speed"?”. 2017.
CBMM Memo 068-On Forgetting - June 18th 2017 v2.pdf (713.7 KB) ,
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CBMM Funded
CBMM Funded
“Changing minds: Children’s inferences about third party belief revision”, Developmental Science, p. e12553, 2017.
Changing Minds_MagidYanSiegelTenenbaumSchulz_in press.pdf (915.8 KB) ,
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CBMM Funded
“A Dedicated Network for Social Interaction Processing in the Primate Brain”, Science, vol. Vol. 356, no. Issue 6339, pp. pp. 745-749, 2017. ,
CBMM Funded
“Character-building stories”, in Advances in Cognitive Systems, Troy, NY, 2017. ,
CBMM Related
CBMM Memo No.
067
“Musings on Deep Learning: Properties of SGD”. 2017.
CBMM Memo 067 v2 (revised 7/19/2017) (5.88 MB)
CBMM Memo 067 v3 (revised 9/15/2017) (5.89 MB)
CBMM Memo 067 v4 (revised 12/26/2017) (5.57 MB) ,
![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
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CBMM Funded
“A Causal Relationship Between Face-Patch Activity and Face-Detection Behavior”, eLife, 2017.
elife-18558-v1.pdf (813.71 KB) ,
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CBMM Funded
CBMM Memo No.
066
“Theory II: Landscape of the Empirical Risk in Deep Learning”. 2017.
CBMM Memo 066_1703.09833v2.pdf (5.56 MB) ,
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CBMM Funded
CBMM Memo No.
065
“On the Robustness of Convolutional Neural Networks to Internal Architecture and Weight Perturbations”. 2017.
CBMM-Memo-065.pdf (687.76 KB) ,
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CBMM Related
CBMM Memo No.
064
“Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning”. 2017.
CBMM-Memo-064.pdf (3 MB) ,
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CBMM Funded
CBMM Memo No.
062
“Discriminate-and-Rectify Encoders: Learning from Image Transformation Sets”. 2017.
CBMM-Memo-062.pdf (9.37 MB) ,
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CBMM Funded
“Rational quantitative attribution of beliefs, desires, and percepts in human mentalizing”, Nature Human Behavior, vol. 1, no. 0064, 2017.
article.pdf (2.17 MB) ,
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CBMM Funded
“A model for interpreting social interactions in local image regions”, in AAAI Spring Symposium Series, Science of Intelligence, Palo Alto, CA, 2017.
2017-Ben-Yosef_Yachin_Ullman-A_model_for_interpreting_social_interactions_in_local_image_regions.pdf (1.53 MB) ,
![application/pdf PDF icon](/modules/file/icons/application-pdf.png)
CBMM Funded
“Six-month-old infants expect agents to minimize the cost of their actions”, Cognition, vol. 160, pp. 35-42, 2017. ,
CBMM Funded