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Learning to Hash for Large
Scale Data Analytics
J. Wang and S. Kumar and S.-F.
Chang,
Semi-Supervised Hashing for Large Scale Search,
to appear, IEEE Trans. on Pattern Analysis and
Machine Intelligence (TPAMI),
2012
W. Liu and J. Wang and Y.
Mu and S. Kumar and S.-F. Chang,
Compact Hyperplane Hashing with Bilinear
Functions, in ICML,
Edinburgh, Scotland, June 26- July 1, 2012
W. Liu and J. Wang and R.
Ji and Y.-G. Jiang and S.-F. Chang,
Supervised Hashing with Kernels, in
CVPR, Providence, Rhode
Island, Jun 16 - Jun 21, 2012 [Oral
Presentation]
J. Wang, S. Kumar and S.-F. Chang,
Sequential Projection Learning for Hashing with
Compact Codes, in ICML,
Haifa, Israel, 2010 [ppt][poster]
J. Wang, S. Kumar and S.-F. Chang,
Semi-Supervised Hashing for Scalable Image
Retrieval, in CVPR, San
Francisco, USA, 2010 [spotlight][poster]
(after correction)
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Graph Based Learning and
Prediction
[project]
[live
demo] J. Wang and Y.
Xia,
Fast Graph Construction Using Auction Algorithm,
The Conference on Uncertainty
in Artificial Intelligence (UAI),
Catalina Island, USA, August 15-17, 2012
J. Wang and K. R. Varshney
and A. Mojsilovi´c,
Legislative Prediction via Random Walks over a
Heterogeneous Graph, to appear, SIAM
International Conference on Data Mining (SDM),
Anaheim, California, USA, April 26-28, 2012
W. Liu and J. Wang and S.
Kumar and S.-F. Chang, Hashing with Graphs, in
ICML, Bellevue,
Washington, USA, June 28-July 2, 2011
J. Wang,
T. Jebara, and S.-F. Chang,
Graph Transduction via Alternating Minimization,
in ICML, Helsinki, Finland, 2008 [ppt][poster][video]
T. Jebara, J. Wang,
and S.-F. Chang,
Graph Construction and b-Matching for
Semi-Supervised Learning, in ICML,
Montreal, Quebec, 2009
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Image/Video
Search, Annotation, and Re-Ranking
[project]
W. Liu, and J. Wang and S.-F.
Chang Scalable Graph-Based Semi-Supervised
Learning, , to appear, Proceedings of the IEEE,
2012
Y. G. Jiang and Qi Dai and J. Wang
and C.-W. Ngo and X. Xue and S.-F. Chang ,
Fast Semantic Diffusion for Large Scale
Context-Based Image and Video Annotation, in
press, IEEE Trans. on Image Processing (TIP),
2012 [project
page & source code]
Y.-G. Jiang and J. Wang and
Shih-Fu Chang. Lost in Binarization:
Query-Adaptive Ranking for Similar Image Search
with Compact Codes. In Proceedings of ACM
International Conference on Multimedia Retrieval
(ICMR), Trento, Italy,
April17-20, 2011
J. Wang, Y.-G. Jiang, S.-F. Chang,
Label Diagnosis through Self Tuning for Web
Image Search, in CVPR, Florida,
USA, June 2009
Y.-G. Jiang, J. Wang, S.-F. Chang,
C.-W. Ngo,
Domain Adaptive Semantic Diffusion for Large
Scale Context-Based Video Annotation, in
ICCV, Kyoto, Janpan, 2009 [codes][project]
J. Wang, S.-F. Chang, X. Zhou, S. T. C.
Wong,
Active Microscopic Cellular Image Annotation
by Superposable Graph Transduction with
Imbalanced Labels, in CVPR,
Alaska, USA, 2008, [project]
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Hybrid Neural-Computer
Vision Sytems
E. Pohlmeyer, J. Wang, D. C.
Jangraw, B. Lou, S.-F. Chang, and P. Sajda,
Closing the loop in Cortically- Coupled Computer
Vision: a BCI for searching image databases,
Journal of Neural Engineering, Vol. 8, No. 3,
2011
J. Wang, E. Pohlmeyer, B. Hanna,
Y.-G. Jiang, P. Sajda, S.-F. Chang,
Brain State Decoding for Rapid Image Retrieval,
in ACM MM, Beijing, China, 2009 [related
workshop]
P. Sajd, E. Pohlmeyer, J. Wang, L. C.
Parra, C. Christoforou, J. Dmochowski, B. Hanna,
C. Bahlmann, M. K. Singh, S.-F. Chang,
In a Blink of an Eye and a Switch of a
transistor: Cortically Coupled Computer Vision,
Proceedings of the IEEE, 98(3):462-478, 2010
P. Sajda and E. Pohlmeyer and J. Wang
and B. Hanna and L. C. Parra and S.-F. Chang,
Cortically-Coupled Computer Vision , In
Brain-Computer Interfaces: Applying our Minds to
Human-Computer Interaction, Desney S. Tan, Anton
Nijholt (eds.), Elsevier, 2010
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