Ivor W. Tsang

Research interests

Publications

• ST-Norm

  · 2021 · 10.1145/3447548.3467330

• Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

  Neural Information Processing Systems · 2018 · https://doi.org/10.5555/3327757.3327944

• Auto-weighted multi-view clustering via kernelized graph learning

  Pattern Recognition · 2018 · 10.1016/j.patcog.2018.11.007

• Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

  arXiv (Cornell University) · 2018 · https://doi.org/10.48550/arxiv.1804.06872

• The Emerging "Big Dimensionality"

  IEEE Computational Intelligence Magazine · 2014 · 10.1109/mci.2014.2326099

• Hybrid Heterogeneous Transfer Learning through Deep Learning

  Proceedings of the AAAI Conference on Artificial Intelligence · 2014 · 10.1609/aaai.v28i1.8961

• Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2013 · 10.1109/tpami.2013.167

• Region-Based Saliency Detection and Its Application in Object Recognition

  IEEE Transactions on Circuits and Systems for Video Technology · 2013 · 10.1109/tcsvt.2013.2280096

• Sparse Representation With Kernels

  IEEE Transactions on Image Processing · 2012 · 10.1109/tip.2012.2215620

• Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 10.1109/tpami.2012.63

• Domain Adaptation From Multiple Sources: A Domain-Dependent Regularization Approach

  IEEE Transactions on Neural Networks and Learning Systems · 2012 · 10.1109/tnnls.2011.2178556

• Learning with Augmented Features for Heterogeneous Domain Adaptation

  arXiv (Cornell University) · 2012 · 10.48550/arxiv.1206.4660

• Visual Event Recognition in Videos by Learning from Web Data

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 10.1109/tpami.2011.265

• Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering

  IEEE Transactions on Neural Networks · 2011 · 10.1109/tnn.2011.2162000

• Domain Transfer Multiple Kernel Learning

  IEEE Transactions on Pattern Analysis and Machine Intelligence · 2011 · 10.1109/tpami.2011.114

• Kernel Sparse Representation for Image Classification and Face Recognition

  Lecture notes in computer science · 2010 · 10.1007/978-3-642-15561-1_1

• Local features are not lonely – Laplacian sparse coding for image classification

  · 2010 · 10.1109/cvpr.2010.5539943

• Domain Adaptation via Transfer Component Analysis

  IEEE Transactions on Neural Networks · 2010 · 10.1109/tnn.2010.2091281

• Flexible Manifold Embedding: A Framework for Semi-Supervised and Unsupervised Dimension Reduction

  IEEE Transactions on Image Processing · 2010 · 10.1109/tip.2010.2044958

• Domain Transfer SVM for video concept detection

  2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 10.1109/cvpr.2009.5206747

• Domain adaptation from multiple sources via auxiliary classifiers

  · 2009 · 10.1145/1553374.1553411

• Improved Nyström low-rank approximation and error analysis

  · 2008 · 10.1145/1390156.1390311

• Simpler core vector machines with enclosing balls

  · 2007 · 10.1145/1273496.1273611

• Core Vector Machines: Fast SVM Training on Very Large Data Sets

  · 2005 · 10.5555/1046920.1058114

• The Pre-Image Problem in Kernel Methods

  IEEE Transactions on Neural Networks · 2004 · 10.1109/tnn.2004.837781

Current projects

No projects listed.