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HiT: Hierarchical Transformer with Momentum Contrast for Video-Text Retrieval


Mar 28, 2021
Song Liu, Haoqi Fan, Shengsheng Qian, Yiru Chen, Wenkui Ding, Zhongyuan Wang


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Continual Density Ratio Estimation in an Online Setting


Mar 09, 2021
Yu Chen, Song Liu, Tom Diethe, Peter Flach


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A General Class of Transfer Learning Regression without Implementation Cost


Jun 23, 2020
Shunya Minami, Song Liu, Stephen Wu, Kenji Fukumizu, Ryo Yoshida

* 26 pages, 6 figures 

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Posterior Ratio Estimation for Latent Variables


Feb 15, 2020
Yulong Zhang, Mingxuan Yi, Song Liu, Mladen Kolar


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Model Reuse with Reduced Kernel Mean Embedding Specification


Jan 20, 2020
Xi-Zhu Wu, Wenkai Xu, Song Liu, Zhi-Hua Zhou


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Estimating Density Models with Complex Truncation Boundaries


Oct 09, 2019
Song Liu, Takafumi Kanamori


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Personalized Dialogue Generation with Diversified Traits


Jan 28, 2019
Yinhe Zheng, Guanyi Chen, Minlie Huang, Song Liu, Xuan Zhu

* 11 pages, 8 figures 

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Model Inference with Stein Density Ratio Estimation


May 18, 2018
Song Liu, Wittawat Jitkrittum, Carl Henrik Ek


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Trimmed Density Ratio Estimation


Nov 06, 2017
Song Liu, Akiko Takeda, Taiji Suzuki, Kenji Fukumizu

* Made minor revisions. Restructured the introductory sections 

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Interpreting Outliers: Localized Logistic Regression for Density Ratio Estimation


Feb 21, 2017
Makoto Yamada, Song Liu, Samuel Kaski


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Learning Sparse Structural Changes in High-dimensional Markov Networks: A Review on Methodologies and Theories


Jan 09, 2017
Song Liu, Kenji Fukumizu, Taiji Suzuki

* Fixed a few typos in Section 4.4: \theta should be \delta 

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Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks


Jan 07, 2017
Pichao Wang, Wanqing Li, Song Liu, Zhimin Gao, Chang Tang, Philip Ogunbona

* arXiv admin note: text overlap with arXiv:1608.06338 

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Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks


Sep 12, 2016
Pichao Wang, Wanqing Li, Song Liu, Yuyao Zhang, Zhimin Gao, Philip Ogunbona


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Structure Learning of Partitioned Markov Networks


May 27, 2016
Song Liu, Taiji Suzuki, Masashi Sugiyama, Kenji Fukumizu

* Camera Ready for ICML 2016. Fixed some minor typos 

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Support Consistency of Direct Sparse-Change Learning in Markov Networks


Apr 08, 2016
Song Liu, Taiji Suzuki, Raissa Relator, Jun Sese, Masashi Sugiyama, Kenji Fukumizu

* Rerun experiments, added a new image change detection experiment. Changed some typos in the proof of Proposition 6 and 11 

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Planogram Compliance Checking Based on Detection of Recurring Patterns


Feb 22, 2016
Song Liu, Wanqing Li, Stephen Davis, Christian Ritz, Hongda Tian

* Accepted by MM (IEEE Multimedia Magazine) 2016 

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Creating Simplified 3D Models with High Quality Textures


Feb 22, 2016
Song Liu, Wanqing Li, Philip Ogunbona, Yang-Wai Chow

* 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Page 1 - 8 

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Estimating Posterior Ratio for Classification: Transfer Learning from Probabilistic Perspective


Oct 19, 2015
Song Liu, Kenji Fukumizu

* Revision Comments: The proofs were corrected from a few mistakes. The title and the introduction was changed. We have also re-run a few experiments 

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Modeling Relation Paths for Representation Learning of Knowledge Bases


Aug 15, 2015
Yankai Lin, Zhiyuan Liu, Huanbo Luan, Maosong Sun, Siwei Rao, Song Liu

* 10 pages 

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Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation


Jan 01, 2014
Song Liu, John A. Quinn, Michael U. Gutmann, Taiji Suzuki, Masashi Sugiyama


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Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation


Jan 16, 2013
Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama


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Density-Difference Estimation


Jun 30, 2012
Masashi Sugiyama, Takafumi Kanamori, Taiji Suzuki, Marthinus Christoffel du Plessis, Song Liu, Ichiro Takeuchi


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Generic Multiplicative Methods for Implementing Machine Learning Algorithms on MapReduce


Dec 02, 2011
Song Liu, Peter Flach, Nello Cristianini


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