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- 拉普拉斯稀疏编码：Laplacian Sparse Coding 2012-05-19
- Laplacian Sparse Coding, Hypergraph LaplacianSparse Coding, and Applications Gao, S.; Tsang, I.; Chia, L. Pattern ...
- 判别性多流行分析：Discriminative Multi-Manifold Analysis 2012-04-19
- Discriminative Multi-Manifold Analysis for Face Recognition from A Single Training Sample per Person Lu, J.; Tan, Y.; Wang, G. Pattern ...
- [回顾]稀疏多核学习：Sparse Multiple Kernel Learning 2012-04-06
- Sparse Multiple Kernel Learning for Signal Processing Applications Subrahmanya, N.; Shin, Y.C.; Pattern Analysis and Machine Intell ...
- 组合流形规整：Ensemble Manifold Regularization 2012-04-05
- Ensemble Manifold Regularization Geng, B.; Tao, D.; Xu, C.; Yang, L.; Hua, X. Pattern Analysis and Machine Intelligence, IEEE Transacti ...
- [回顾]L2范式的核分类：L2 Kernel Classification 2012-03-15
- L2 Kernel Classification Kim, JooSeuk; Scott, Clayton; Pattern Analysis and Machine Intelligence, IEEE Transactions on Volume: 32 ...
- [回顾]基于嵌入示例选择的多示例学习：MILES 2012-03-15
- MILES: Multiple-Instance Learning via Embedded Instance Selection Yixin Chen; Jinbo Bi; Wang, J.Z.; Pattern Analysis and Machine In ...
- 加法核SVM的高效分类：Efficient Classification for Additive K 2012-03-14
- Efficient Classification for Additive Kernel SVMs Maji, S.; Berg, A.; Malik, J.; Pattern Analysis and Machine Intelligence, IEEE Tra ...
- [回顾]半监督的排序：Semi-Supervised Ranking 2012-02-22
- A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback Yang, Y.; Nie, F.; Xu, D.; Luo, J.; Zhuang, Y.; ...
- [回顾]多参考重排序：Multireference Reranking 2012-02-19
- Scalable Face Image Retrieval with Identity-Based Quantization and Multireference Reranking Zhong Wu; Qifa Ke; Jian Sun; Heung-Yeung Shum; ...
- 半监督哈希算法：Semi-Supervised Hashing 2012-02-19
- Semi-Supervised Hashing for Large Scale Search Wang, J.; Kumar, S.; Chang, S.; Pattern Analysis and Machine Intelligence, IEEE Transac ...