Papers
Fantope Regularization in Metric Learning
Marc T. Law, Nicolas Thome, Matthieu Cord
Empirical Minimum Bayes Risk Prediction: How to Extract an Extra Few % Performance from Vision Models with Just Three More Parameters
Vittal Premachandran, Daniel Tarlow, Dhruv Batra
Learning Inhomogeneous FRAME Models for Object Patterns
Jianwen Xie, Wenze Hu, Song-Chun Zhu et al.
Predicting Multiple Attributes via Relative Multi-task Learning
Lin Chen, Qiang Zhang, Baoxin Li
Subspace Clustering for Sequential Data
Stephen Tierney, Junbin Gao, Yi Guo
Optimizing Average Precision using Weakly Supervised Data
Aseem Behl, C. V. Jawahar, M. Pawan Kumar
Bregman Divergences for Infinite Dimensional Covariance Matrices
Mehrtash Harandi, Mathieu Salzmann, Fatih Porikli
Simultaneous Twin Kernel Learning using Polynomial Transformations for Structured Prediction
Chetan Tonde, Ahmed Elgammal
Transitive Distance Clustering with K-Means Duality
Zhiding Yu, Chunjing Xu, Deyu Meng et al.
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification
Yadong Mu, Gang Hua, Wei Fan et al.
Random Laplace Feature Maps for Semigroup Kernels on Histograms
Jiyan Yang, Vikas Sindhwani, Quanfu Fan et al.
Beta Process Multiple Kernel Learning
Bingbing Ni, Teng Li, Pierre Moulin
Image Reconstruction from Bag-of-Visual-Words
Hiroharu Kato, Tatsuya Harada
Informed Haar-like Features Improve Pedestrian Detection
Shanshan Zhang, Christian Bauckhage, Armin B. Cremers
Product Sparse Coding
Tiezheng Ge, Kaiming He, Jian Sun
Additive Quantization for Extreme Vector Compression
Artem Babenko, Victor Lempitsky
Accurate Object Detection with Joint Classification-Regression Random Forests
Samuel Schulter, Christian Leistner, Paul Wohlhart et al.
Capturing Long-tail Distributions of Object Subcategories
Xiangxin Zhu, Dragomir Anguelov, Deva Ramanan
Compact Representation for Image Classification: To Choose or to Compress?
Yu Zhang, Jianxin Wu, Jianfei Cai
Switchable Deep Network for Pedestrian Detection
Ping Luo, Yonglong Tian, Xiaogang Wang et al.
The Role of Context for Object Detection and Semantic Segmentation in the Wild
Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu et al.
Salient Region Detection via High-Dimensional Color Transform
Jiwhan Kim, Dongyoon Han, Yu-Wing Tai et al.
Talking Heads: Detecting Humans and Recognizing Their Interactions
Minh Hoai, Andrew Zisserman
Continuous Manifold Based Adaptation for Evolving Visual Domains
Judy Hoffman, Trevor Darrell, Kate Saenko
Similarity Comparisons for Interactive Fine-Grained Categorization
Catherine Wah, Grant Van Horn, Steve Branson et al.