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song-chun zhu
song-chun zhu
Professor of Statistics and Computer Science, UCLA
Email confirmado em stat.ucla.edu - Página inicial
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Region competition: Unifying snakes, region growing, and Bayes/MDL for multiband image segmentation
SC Zhu, A Yuille
IEEE transactions on pattern analysis and machine intelligence 18 (9), 884-900, 1996
31641996
High performance visual tracking with siamese region proposal network
B Li, J Yan, W Wu, Z Zhu, X Hu
Proceedings of the IEEE conference on computer vision and pattern …, 2018
31342018
The visual object tracking vot2015 challenge results
M Kristan, J Matas, A Leonardis, M Felsberg, L Cehovin, G Fernandez, ...
Proceedings of the IEEE international conference on computer vision …, 2015
21802015
Visual interpretability for deep learning: a survey
Q Zhang, SC Zhu
Frontiers of Information Technology & Electronic Engineering 19 (1), 27-39, 2018
10842018
Filters, random fields and maximum entropy (FRAME): Towards a unified theory for texture modeling
SC Zhu, Y Wu, D Mumford
International Journal of Computer Vision 27, 107-126, 1998
10421998
Interpretable convolutional neural networks
Q Zhang, YN Wu, SC Zhu
Proceedings of the IEEE conference on computer vision and pattern …, 2018
10022018
Image parsing: Unifying segmentation, detection, and recognition
Z Tu, X Chen, AL Yuille, SC Zhu
International Journal of computer vision 63, 113-140, 2005
9202005
Image segmentation by data-driven Markov chain Monte Carlo
Z Tu, SC Zhu
Pattern Analysis and Machine Intelligence, IEEE Transactions on 24 (5), 657-673, 2002
8982002
Learn to explain: Multimodal reasoning via thought chains for science question answering
P Lu, S Mishra, T Xia, L Qiu, KW Chang, SC Zhu, O Tafjord, P Clark, ...
Advances in Neural Information Processing Systems 35, 2507-2521, 2022
8872022
A stochastic grammar of images
SC Zhu, D Mumford
Foundations and Trends® in Computer Graphics and Vision 2 (4), 259-362, 2006
7172006
On advances in statistical modeling of natural images
A Srivastava, AB Lee, EP Simoncelli, SC Zhu
Journal of mathematical imaging and vision 18, 17-33, 2003
7122003
Cross-view action modeling, learning and recognition
J Wang, X Nie, Y Xia, Y Wu, SC Zhu
Proceedings of the IEEE conference on computer vision and pattern …, 2014
6902014
Learning human-object interactions by graph parsing neural networks
S Qi, W Wang, B Jia, J Shen, SC Zhu
Proceedings of the European conference on computer vision (ECCV), 401-417, 2018
6672018
Minimax entropy principle and its application to texture modeling
SC Zhu, YN Wu, D Mumford
Neural Computation 9 (8), 1627-1660, 1997
5901997
Prior learning and Gibbs reaction-diffusion
SC Zhu, D Mumford
IEEE Transactions on Pattern Analysis and Machine Intelligence 19 (11), 1236 …, 1997
4751997
Statistical edge detection: Learning and evaluating edge cues
S Konishi, AL Yuille, JM Coughlan, SC Zhu
IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (1), 57-74, 2003
4722003
Forms: a flexible object recognition and modelling system
SC Zhu, AL Yuille
International journal of computer vision 20 (3), 187-212, 1996
4591996
I2t: Image parsing to text description
BZ Yao, X Yang, L Lin, MW Lee, SC Zhu
Proceedings of the IEEE 98 (8), 1485-1508, 2010
4212010
Learning pose grammar to encode human body configuration for 3d pose estimation
HS Fang, Y Xu, W Wang, X Liu, SC Zhu
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
4192018
Chameleon: Plug-and-play compositional reasoning with large language models
P Lu, B Peng, H Cheng, M Galley, KW Chang, YN Wu, SC Zhu, J Gao
Advances in Neural Information Processing Systems 36, 2024
3812024
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