Jeffrey Mark Siskind
Jeffrey Mark Siskind
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Automatic differentiation in machine learning: a survey
AG Baydin, BA Pearlmutter, AA Radul, JM Siskind
Journal of machine learning research 18, 2018
7782018
A computational study of cross-situational techniques for learning word-to-meaning mappings
JM Siskind
Cognition 61 (1-2), 39-91, 1996
6261996
The role of exposure to isolated words in early vocabulary development
MR Brent, JM Siskind
Cognition 81 (2), B33-B44, 2001
5502001
Image segmentation with ratio cut
S Wang, JM Siskind
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (6), 675-690, 2003
4202003
Grounding the lexical semantics of verbs in visual perception using force dynamics and event logic
JM Siskind
Journal of artificial intelligence research 15, 31-90, 2001
3142001
Salient closed boundary extraction with ratio contour
S Wang, T Kubota, JM Siskind, J Wang
IEEE transactions on pattern analysis and machine intelligence 27 (4), 546-561, 2005
2032005
Recognize human activities from partially observed videos
Y Cao, D Barrett, A Barbu, S Narayanaswamy, H Yu, A Michaux, Y Lin, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
1872013
Grounded language learning from video described with sentences
H Yu, JM Siskind
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
1502013
Video in sentences out
A Barbu, A Bridge, Z Burchill, D Coroian, S Dickinson, S Fidler, A Michaux, ...
arXiv preprint arXiv:1204.2742, 2012
1502012
Grounding language in perception
JM Siskind
Artificial Intelligence Review 8 (5-6), 371-391, 1994
1221994
Image segmentation with minimum mean cut
S Wang, JM Siskind
Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001
1032001
A maximum-likelihood approach to visual event classification
JM Siskind, Q Morris
European Conference on Computer Vision, 347-360, 1996
971996
Naive physics, event perception, lexical semantics, and language acquisition
JM Siskind
MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB, 1993
971993
The computational perception of scene dynamics
R Mann, A Jepson, JM Siskind
Computer Vision and image understanding 65 (2), 113-128, 1997
941997
Nondeterministic lisp as a substrate for constraint logic programming
D McAllester, JM Siskind
Proceedings AAAI, 133-138, 1993
911993
Generating custom high performance VLSI designs from succinct algorithmic descriptions
JM Siskind, JR Southard, KW Crouch
MIT Conference on Advanced Research in VLSI, 28-40, 1982
871982
Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator
BA Pearlmutter, JM Siskind
ACM Transactions on Programming Languages and Systems (TOPLAS) 30 (2), 1-36, 2008
792008
Specific-to-general learning for temporal events with application to learning event definitions from video
A Fern, R Givan, JM Siskind
Journal of Artificial Intelligence Research 17, 379-449, 2002
702002
Visual event classification via force dynamics
JM Siskind
AAAI/IAAI, 149-155, 2000
632000
Map-closure: a general purpose mechanism for nonstandard interpretation
JM Siskind, BA Pearlmutter
US Patent 8,281,299, 2012
512012
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