Friday, February 26, 2016
Thurs, Mar 3: DeepBox: Learning Objectness
DeepBox: Learning Objectness with Convolutional Networks. Weicheng Kuo, Bharath Hariharan, Jitendra Malik. ICCV 2015.
Sample Code for Pretrained Network Feature Extraction
https://github.com/genp/DataDrivenVision_SampleCode
Saturday, February 20, 2016
Thurs, Feb 25: Diagnosing error in object detectors
Diagnosing error in object detectors. Derek Hoiem, Yodsawalai Chodpathumwan, and Qieyun Dai. ECCV 2012.
Matlab code for generating Hoiem-style ROC curves: https://github.com/pdollar/coco/blob/master/MatlabAPI/CocoEval.m
Matlab code for generating Hoiem-style ROC curves: https://github.com/pdollar/coco/blob/master/MatlabAPI/CocoEval.m
Tuesday, February 16, 2016
Thurs. Feb 18: Understanding Deep Image Representations by Inverting Them.
Understanding Deep Image Representations by Inverting Them. Aravindh Mahendran, Andrea Vedaldi. CVPR 2015.
Tues Feb 26: Object Detectors Emerge in Deep Scene CNNs
Object Detectors Emerge in Deep Scene CNNs. Bolei Zhou, Aditya Khosla, Agata Lapedriza, Aude Oliva, Antonio Torralba. ICLR, 2015.
Supplemental: Learning Deep Features for Scene Recognition using Places Database. B. Zhou, A. Lapedriza, J. Xiao, A. Torralba, and A. Oliva. NIPS 2014.
Supplemental: Learning Deep Features for Scene Recognition using Places Database. B. Zhou, A. Lapedriza, J. Xiao, A. Torralba, and A. Oliva. NIPS 2014.
Wednesday, February 10, 2016
Thurs, Feb 11: SUN Attributes
The SUN Attribute Database: Beyond Categories for Deeper Scene Understanding. Genevieve Patterson, Chen Xu, Hang Su, James Hays. IJCV 2014.
Monday, February 8, 2016
Tues, Feb. 9: AlexNet
ImageNet Classification with Deep Convolutional Neural Networks. Alex Krizhevsky, Ilya Sutskever, Geoffrey E Hinton. NIPS 2012.
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