Publications
(2014).
(2014).
(2014).
(2014).
Modeling Radiometric Uncertainty for Vision with Tone-Mapped Color Images.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 36(11), 2185-2198.
(2014).
(2014).
(2014).
(2014).
(2014).
(2014).
(2014).
(2014). Auxiliary Image Regularization for Deep CNNs with Noisy Labels.
CoRR. abs/1511.07069,
(2015). Constrained Convolutional Neural Networks for Weakly Supervised Segmentation.
The IEEE International Conference on Computer Vision (ICCV). 1796-1804.
(2015). Constrained Structured Regression with Convolutional Neural Networks.
CoRR. abs/1511.07497,
(2015). Data-dependent Initializations of Convolutional Neural Networks.
CoRR. abs/1511.06856,
(2015). Deformable Part Models are Convolutional Neural Networks.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 437-446.
(2015). Detector Discovery in the Wild: Joint Multiple Instance and Representation Learning.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2883-2891.
(2015). Fine-grained pose prediction, normalization, and recognition.
CoRR. abs/1511.07063,
(2015). Fully Convolutional Networks for Semantic Segmentation.
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 3431-3440.
(2015). Generalized Sparselet Models for Real-Time Multiclass Object Recognition.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 37, 1001-1012.
(2015). Learning The Structure of Deep Convolutional Networks.
The IEEE International Conference on Computer Vision (ICCV).
(2015).
(2015).
(2015).
(2015).