Jeffrey Mark Siskind
Jeffrey Mark Siskind
Verified email at purdue.edu - Homepage
TitleCited byYear
A computational study of cross-situational techniques for learning word-to-meaning mappings
JM Siskind
Cognition 61 (1-2), 39-91, 1996
5921996
The role of exposure to isolated words in early vocabulary development
MR Brent, JM Siskind
Cognition 81 (2), B33-B44, 2001
5092001
Image segmentation with ratio cut
S Wang, JM Siskind
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (6), 675-690, 2003
4052003
Automatic differentiation in machine learning: a survey
AG Baydin, BA Pearlmutter, AA Radul, JM Siskind
Journal of machine learning research 18 (153), 2018
3302018
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
2952001
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, 2005
1842005
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
1402013
Grounded language learning from video described with sentences
H Yu, JM Siskind
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
1322013
Video in sentences out
A Barbu, A Bridge, Z Burchill, D Coroian, S Dickinson, S Fidler, A Michaux, ...
arXiv preprint arXiv:1204.2742, 2012
1252012
Grounding language in perception
JM Siskind
Artificial Intelligence Review 8 (5-6), 371-391, 1994
1151994
Image segmentation with minimum mean cut
S Wang, JM Siskind
Proceedings Eighth IEEE International Conference on Computer Vision. ICCV …, 2001
982001
Naive physics, event perception, lexical semantics, and language acquisition
JM Siskind
MASSACHUSETTS INST OF TECH CAMBRIDGE ARTIFICIAL INTELLIGENCE LAB, 1993
961993
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
951982
Nondeterministic lisp as a substrate for constraint logic programming
D McAllester, JM Siskind
Proceedings AAAI, 133-138, 1993
931993
A maximum-likelihood approach to visual event classification
JM Siskind, Q Morris
European Conference on Computer Vision, 347-360, 1996
921996
The computational perception of scene dynamics
R Mann, A Jepson, JM Siskind
Computer Vision and image understanding 65 (2), 113-128, 1997
871997
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
652002
Visual event classification via force dynamics
JM Siskind
AAAI/IAAI, 149-155, 2000
602000
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), 7, 2008
572008
Map-closure: a general purpose mechanism for nonstandard interpretation
JM Siskind, BA Pearlmutter
US Patent 8,281,299, 2012
522012
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