Papers
Constructing Robust Affinity Graphs for Spectral Clustering
Xiatian Zhu, Chen Change Loy, Shaogang Gong
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective
Novi Patricia, Barbara Caputo
Scalable Multitask Representation Learning for Scene Classification
Maksim Lapin, Bernt Schiele, Matthias Hein
Instance-weighted Transfer Learning of Active Appearance Models
Daniel Haase, Erik Rodner, Joachim Denzler
Recognizing RGB Images by Learning from RGB-D Data
Lin Chen, Wen Li, Dong Xu
Transfer Joint Matching for Unsupervised Domain Adaptation
Mingsheng Long, Jianmin Wang, Guiguang Ding et al.
Deep Fisher Kernels - End to End Learning of the Fisher Kernel GMM Parameters
Vladyslav Sydorov, Mayu Sakurada, Christoph H. Lampert
Attributed Graph Mining and Matching: An Attempt to Define and Extract Soft Attributed Patterns
Quanshi Zhang, Xuan Song, Xiaowei Shao et al.
Learning Fine-grained Image Similarity with Deep Ranking
Jiang Wang, Yang Song, Thomas Leung et al.
Model Transport: Towards Scalable Transfer Learning on Manifolds
Oren Freifeld, Soren Hauberg, Michael J. Black
Topic Modeling of Multimodal Data: An Autoregressive Approach
Yin Zheng, Yu-Jin Zhang, Hugo Larochelle
Higher-Order Clique Reduction Without Auxiliary Variables
Hiroshi Ishikawa
Scanline Sampler without Detailed Balance: An Efficient MCMC for MRF Optimization
Wonsik Kim, Kyoung Mu Lee
Multi Label Generic Cuts: Optimal Inference in Multi Label Multi Clique MRF-MAP Problems
Chetan Arora, S.N. Maheshwari
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems
Chetan Arora, Subhashis Banerjee, Prem Kalra et al.
A Principled Approach for Coarse-to-Fine MAP Inference
Christopher Zach
A Compositional Model for Low-Dimensional Image Set Representation
Hossein Mobahi, Ce Liu, William T. Freeman
Efficient Nonlinear Markov Models for Human Motion
Andreas M. Lehrmann, Peter V. Gehler, Sebastian Nowozin
Occlusion Geodesics for Online Multi-Object Tracking
Horst Possegger, Thomas Mauthner, Peter M. Roth et al.
A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions
Menglong Yang, Yiguang Liu, Longyin Wen et al.
Bi-label Propagation for Generic Multiple Object Tracking
Wenhan Luo, Tae-Kyun Kim, Bjorn Stenger et al.
Multiple Target Tracking Based on Undirected Hierarchical Relation Hypergraph
Longyin Wen, Wenbo Li, Junjie Yan et al.
Subspace Tracking under Dynamic Dimensionality for Online Background Subtraction
Matthew Berger, Lee M. Seversky
Speeding Up Tracking by Ignoring Features
Lu Zhang, Hamdi Dibeklioglu, Laurens van der Maaten
Partial Occlusion Handling for Visual Tracking via Robust Part Matching
Tianzhu Zhang, Kui Jia, Changsheng Xu et al.