Papers
Interpolation on the Manifold of K Component GMMs
Hyunwoo J. Kim, Nagesh Adluru, Monami Banerjee et al.
Understanding Deep Features With Computer-Generated Imagery
Mathieu Aubry, Bryan C. Russell
Additive Nearest Neighbor Feature Maps
Zhenzhen Wang, Xiao-Tong Yuan, Qingshan Liu et al.
An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections
Yu Cheng, Felix X. Yu, Rogerio S. Feris et al.
Maximum-Margin Structured Learning With Deep Networks for 3D Human Pose Estimation
Sijin Li, Weichen Zhang, Antoni B. Chan
Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition
Chengjiang Long, Gang Hua
Robust Optimization for Deep Regression
Vasileios Belagiannis, Christian Rupprecht, Gustavo Carneiro et al.
Projection Bank: From High-Dimensional Data to Medium-Length Binary Codes
Li Liu, Mengyang Yu, Ling Shao
Robust Principal Component Analysis on Graphs
Nauman Shahid, Vassilis Kalofolias, Xavier Bresson et al.
A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis
Sotirios P. Chatzis, Dimitrios Kosmopoulos
Unsupervised Learning of Visual Representations Using Videos
Xiaolong Wang, Abhinav Gupta
Learning to Rank Based on Subsequences
Basura Fernando, Efstratios Gavves, Damien Muselet et al.
Context-Guided Diffusion for Label Propagation on Graphs
Kwang In Kim, James Tompkin, Hanspeter Pfister et al.
Learning Semi-Supervised Representation Towards a Unified Optimization Framework for Semi-Supervised Learning
Chun-Guang Li, Zhouchen Lin, Honggang Zhang et al.
FlowNet: Learning Optical Flow With Convolutional Networks
Alexey Dosovitskiy, Philipp Fischer, Eddy Ilg et al.
Learning The Structure of Deep Convolutional Networks
Jiashi Feng, Trevor Darrell
HD-CNN: Hierarchical Deep Convolutional Neural Networks for Large Scale Visual Recognition
Zhicheng Yan, Hao Zhang, Robinson Piramuthu et al.
Active Transfer Learning With Zero-Shot Priors: Reusing Past Datasets for Future Tasks
Efstratios Gavves, Thomas Mensink, Tatiana Tommasi et al.
DeepDriving: Learning Affordance for Direct Perception in Autonomous Driving
Chenyi Chen, Ari Seff, Alain Kornhauser et al.
MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking
Thibaut Durand, Nicolas Thome, Matthieu Cord
Camera Pose Voting for Large-Scale Image-Based Localization
Bernhard Zeisl, Torsten Sattler, Marc Pollefeys
Lost Shopping! Monocular Localization in Large Indoor Spaces
Shenlong Wang, Sanja Fidler, Raquel Urtasun
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained With Rendered 3D Model Views
Hao Su, Charles R. Qi, Yangyan Li et al.
3D-Assisted Feature Synthesis for Novel Views of an Object
Hao Su, Fan Wang, Eric Yi et al.
Common Subspace for Model and Similarity: Phrase Learning for Caption Generation From Images
Yoshitaka Ushiku, Masataka Yamaguchi, Yusuke Mukuta et al.