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v1v2v3v4v5 (latest)

A Survey of Multi-View Representation Learning

3 October 2016

Papers citing "A Survey of Multi-View Representation Learning"

50 / 181 papers shown

Title
Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep ExtensionsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 L. xilinx Wang Ren-Cang Li Wen-Wei Lin 72 7 0 09 Jul 2020
A Novel Random Forest Dissimilarity Measure for Multi-View Learning Hongliu Cao Simon Bernard R. Sabourin L. Heutte 102 9 0 06 Jul 2020
Multi-view Low-rank Preserving Embedding: A Novel Method for Multi-view RepresentationEngineering applications of artificial intelligence (EAAI), 2020 Xiangzhu Meng Lin Feng Huibing Wang 145 14 0 14 Jun 2020
Hierarchical Optimal Transport for Robust Multi-View Learning Dixin Luo Hongteng Xu Lawrence Carin 110 5 0 04 Jun 2020
Multi-view Alignment and Generation in CCA via Consistent Latent Encoding Yaxin Shi Yuangang Pan Donna Xu Ivor W. Tsang 3DV 123 4 0 24 May 2020
Adversarial Canonical Correlation Analysis B. Dutton CML AAML 98 1 0 20 May 2020
M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems Menghan Wang Yujie Lin Guli Lin Keping Yang Xiao-ming Wu AI4TS 3DV 189 86 0 20 May 2020
A Concise yet Effective model for Non-Aligned Incomplete Multi-view and Missing Multi-label LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Xiang Li Songcan Chen 194 77 0 03 May 2020
MultiQT: Multimodal Learning for Real-Time Question Tracking in SpeechAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Jakob Drachmann Havtorn Jan Latko Joakim Edin Lasse Borgholt Lars Maaløe Lorenzo Belgrano Nicolai Frost Jakobsen R. Sdun Zeljko Agic 135 3 0 02 May 2020
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation Yuheng Jia Hui Liu Xianqiang Lyu Sam Kwong Qingfu Zhang 149 99 0 30 Apr 2020
Mapping individual differences in cortical architecture using multi-view representation learningIEEE International Joint Conference on Neural Network (IJCNN), 2020 A. Sellami Franccois-Xavier Dupé Bastien Cagna Hachem Kadri Stéphane Ayache Thierry Artières S. Takerkart 132 10 0 01 Apr 2020
Modal Regression based Structured Low-rank Matrix Recovery for Multi-view LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Jiamiao Xu Fangzhao Wang Qinmu Peng Xinge You Shuo Wang Xiaoyuan Jing Chen Chen 89 12 0 22 Mar 2020
Micro-supervised Disturbance Learning: A Perspective of Representation Probability DistributionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jielei Chu Jing Liu Hongjun Wang Hua Meng Zhiguo Gong Tianrui Li OOD 163 21 0 13 Mar 2020
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles S. G. Finlayson Matthew B. A. McDermott Alex V. Pickering S. Lipnick I. Kohane 60 1 0 22 Nov 2019
The Similarity-Consensus Regularized Multi-view Learning for Dimension ReductionKnowledge-Based Systems (KBS), 2019 Xiangzhu Meng Huibing Wang Lin Feng 138 5 0 15 Nov 2019
Multi-View Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2019 Minne Li Lisheng Wu Haitham Bou-Ammar Jun Wang 140 30 0 18 Oct 2019
A Multi-view Dimensionality Reduction Algorithm Based on Smooth Representation Model Haohao Li Huibing Wang 131 0 0 10 Oct 2019
Learning Joint Acoustic-Phonetic Word Embeddings Mohamed El-Geish DRL SSL 99 2 0 01 Aug 2019
Probabilistic CCA with Implicit Distributions Yaxin Shi Yuangang Pan Donna Xu Ivor Tsang 54 0 0 04 Jul 2019
Contrastive Multiview CodingEuropean Conference on Computer Vision (ECCV), 2019 Yonglong Tian Dilip Krishnan Phillip Isola SSL 619 2,597 0 13 Jun 2019
$Unsupervised Co-Learning on $\mathcal{G}$-Manifolds Across Irreducible Representations$ Unsupervised Co-Learning on $\mathcal{G}$ -Manifolds Across Irreducible RepresentationsNeural Information Processing Systems (NeurIPS), 2019 Yifeng Fan Tingran Gao Zhizhen Zhao 229 6 0 06 Jun 2019
Multi-view Locality Low-rank Embedding for Dimension ReductionKnowledge-Based Systems (KBS), 2019 Lin Feng Xiangzhu Meng Huibing Wang 150 20 0 20 May 2019
Multimodal Representation Learning using Deep Multiset Canonical Correlation Krishna Somandepalli Naveen Kumar R. Travadi Shrikanth Narayanan 229 5 0 03 Apr 2019
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 280 734 0 08 Feb 2018
Deep Learning for Genomics: A Concise Overview Tianwei Yue Yuanxin Wang Longxiang Zhang Chunming Gu Haohan Wang Wenping Wang Qi Lyu Yujie Dun AILaw VLM BDL 245 96 0 02 Feb 2018
A Survey on Multi-View Clustering Guoqing Chao Shiliang Sun J. Bi 180 287 0 18 Dec 2017
YoTube: Searching Action Proposal via Recurrent and Static Regression Networks Erik Cambria Romain Vial Shijian Lu Yonghong Tian Xianbin Cao 160 45 0 26 Jun 2017
Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction Jianfeng Dong Xirong Li Cees G. M. Snoek 3DV 153 35 0 23 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 355 2,713 0 22 Apr 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis Rong Ge Chi Jin Sham Kakade Praneeth Netrapalli Aaron Sidford 259 82 0 13 Apr 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 423 1,571 0 21 Mar 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 279 990 0 02 Feb 2016
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 365 622 0 22 Nov 2015
Large-Scale Approximate Kernel Canonical Correlation Analysis Weiran Wang Karen Livescu 358 57 0 15 Nov 2015
Stochastic Optimization for Deep CCA via Nonlinear Orthogonal Iterations Weiran Wang R. Arora Karen Livescu Nathan Srebro ODL BDL 168 68 0 07 Oct 2015
A Neural Attention Model for Abstractive Sentence SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2015 Alexander M. Rush S. Chopra Jason Weston CVBM 408 2,790 0 02 Sep 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsAAAI Conference on Artificial Intelligence (AAAI), 2015 Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 324 1,794 0 17 Jul 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis Zhuang Ma Y. Lu Dean Phillips Foster 184 83 0 26 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 507 1,795 0 19 Jun 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 939 3,452 0 05 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 356 1,466 0 03 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 950 6,046 0 03 May 2015
Beyond Short Snippets: Deep Networks for Video ClassificationComputer Vision and Pattern Recognition (CVPR), 2015 Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 432 2,417 0 31 Mar 2015
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward 3DV RALM 261 851 0 24 Feb 2015
Supervised cross-modal factor analysis for multiple modal data classification Jingbin Wang Yu-Sung Tu Kanghong Duan Zhenxin Zhan S. Chekuri 221 1 0 18 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Dong Wang Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 773 10,534 0 10 Feb 2015
Combining Language and Vision with a Multimodal Skip-gram Model Angeliki Lazaridou N. Pham Marco Baroni VLM 321 289 0 12 Jan 2015
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)International Conference on Learning Representations (ICLR), 2014 Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 560 1,272 0 20 Dec 2014
Translating Videos to Natural Language Using Deep Recurrent Neural NetworksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2014 Subhashini Venugopalan Huijuan Xu Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko 456 974 0 15 Dec 2014
Deep Visual-Semantic Alignments for Generating Image DescriptionsComputer Vision and Pattern Recognition (CVPR), 2014 A. Karpathy Li Fei-Fei 482 5,843 0 07 Dec 2014

v1v2v3v4v5 (latest)

A Survey of Multi-View Representation Learning

3 October 2016

Papers citing "A Survey of Multi-View Representation Learning"

50 / 181 papers shown

Title
Multi-view Orthonormalized Partial Least Squares: Regularizations and Deep ExtensionsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 L. xilinx Wang Ren-Cang Li Wen-Wei Lin 72 7 0 09 Jul 2020
A Novel Random Forest Dissimilarity Measure for Multi-View Learning Hongliu Cao Simon Bernard R. Sabourin L. Heutte 102 9 0 06 Jul 2020
Multi-view Low-rank Preserving Embedding: A Novel Method for Multi-view RepresentationEngineering applications of artificial intelligence (EAAI), 2020 Xiangzhu Meng Lin Feng Huibing Wang 145 14 0 14 Jun 2020
Hierarchical Optimal Transport for Robust Multi-View Learning Dixin Luo Hongteng Xu Lawrence Carin 110 5 0 04 Jun 2020
Multi-view Alignment and Generation in CCA via Consistent Latent Encoding Yaxin Shi Yuangang Pan Donna Xu Ivor W. Tsang 3DV 123 4 0 24 May 2020
Adversarial Canonical Correlation Analysis B. Dutton CML AAML 98 1 0 20 May 2020
M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems Menghan Wang Yujie Lin Guli Lin Keping Yang Xiao-ming Wu AI4TS 3DV 189 86 0 20 May 2020
A Concise yet Effective model for Non-Aligned Incomplete Multi-view and Missing Multi-label LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Xiang Li Songcan Chen 194 77 0 03 May 2020
MultiQT: Multimodal Learning for Real-Time Question Tracking in SpeechAnnual Meeting of the Association for Computational Linguistics (ACL), 2020 Jakob Drachmann Havtorn Jan Latko Joakim Edin Lasse Borgholt Lars Maaløe Lorenzo Belgrano Nicolai Frost Jakobsen R. Sdun Zeljko Agic 135 3 0 02 May 2020
Multi-View Spectral Clustering Tailored Tensor Low-Rank Representation Yuheng Jia Hui Liu Xianqiang Lyu Sam Kwong Qingfu Zhang 149 99 0 30 Apr 2020
Mapping individual differences in cortical architecture using multi-view representation learningIEEE International Joint Conference on Neural Network (IJCNN), 2020 A. Sellami Franccois-Xavier Dupé Bastien Cagna Hachem Kadri Stéphane Ayache Thierry Artières S. Takerkart 132 10 0 01 Apr 2020
Modal Regression based Structured Low-rank Matrix Recovery for Multi-view LearningIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Jiamiao Xu Fangzhao Wang Qinmu Peng Xinge You Shuo Wang Xiaoyuan Jing Chen Chen 89 12 0 22 Mar 2020
Micro-supervised Disturbance Learning: A Perspective of Representation Probability DistributionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jielei Chu Jing Liu Hongjun Wang Hua Meng Zhiguo Gong Tianrui Li OOD 163 21 0 13 Mar 2020
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profiles S. G. Finlayson Matthew B. A. McDermott Alex V. Pickering S. Lipnick I. Kohane 60 1 0 22 Nov 2019
The Similarity-Consensus Regularized Multi-view Learning for Dimension ReductionKnowledge-Based Systems (KBS), 2019 Xiangzhu Meng Huibing Wang Lin Feng 138 5 0 15 Nov 2019
Multi-View Reinforcement LearningNeural Information Processing Systems (NeurIPS), 2019 Minne Li Lisheng Wu Haitham Bou-Ammar Jun Wang 140 30 0 18 Oct 2019
A Multi-view Dimensionality Reduction Algorithm Based on Smooth Representation Model Haohao Li Huibing Wang 131 0 0 10 Oct 2019
Learning Joint Acoustic-Phonetic Word Embeddings Mohamed El-Geish DRL SSL 99 2 0 01 Aug 2019
Probabilistic CCA with Implicit Distributions Yaxin Shi Yuangang Pan Donna Xu Ivor Tsang 54 0 0 04 Jul 2019
Contrastive Multiview CodingEuropean Conference on Computer Vision (ECCV), 2019 Yonglong Tian Dilip Krishnan Phillip Isola SSL 619 2,597 0 13 Jun 2019
$Unsupervised Co-Learning on $\mathcal{G}$-Manifolds Across Irreducible Representations$ Unsupervised Co-Learning on $\mathcal{G}$ -Manifolds Across Irreducible RepresentationsNeural Information Processing Systems (NeurIPS), 2019 Yifeng Fan Tingran Gao Zhizhen Zhao 229 6 0 06 Jun 2019
Multi-view Locality Low-rank Embedding for Dimension ReductionKnowledge-Based Systems (KBS), 2019 Lin Feng Xiangzhu Meng Huibing Wang 150 20 0 20 May 2019
Multimodal Representation Learning using Deep Multiset Canonical Correlation Krishna Somandepalli Naveen Kumar R. Travadi Shrikanth Narayanan 229 5 0 03 Apr 2019
Online Learning: A Comprehensive Survey Guosheng Lin Doyen Sahoo Jing Lu P. Zhao OffRL 280 734 0 08 Feb 2018
Deep Learning for Genomics: A Concise Overview Tianwei Yue Yuanxin Wang Longxiang Zhang Chunming Gu Haohan Wang Wenping Wang Qi Lyu Yujie Dun AILaw VLM BDL 245 96 0 02 Feb 2018
A Survey on Multi-View Clustering Guoqing Chao Shiliang Sun J. Bi 180 287 0 18 Dec 2017
YoTube: Searching Action Proposal via Recurrent and Static Regression Networks Erik Cambria Romain Vial Shijian Lu Yonghong Tian Xianbin Cao 160 45 0 26 Jun 2017
Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction Jianfeng Dong Xirong Li Cees G. M. Snoek 3DV 153 35 0 23 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 355 2,713 0 22 Apr 2016
Efficient Algorithms for Large-scale Generalized Eigenvector Computation and Canonical Correlation Analysis Rong Ge Chi Jin Sham Kakade Praneeth Netrapalli Aaron Sidford 259 82 0 13 Apr 2016
Incorporating Copying Mechanism in Sequence-to-Sequence Learning Jiatao Gu Zhengdong Lu Hang Li Victor O.K. Li 423 1,571 0 21 Mar 2016
On Deep Multi-View Representation Learning: Objectives and Optimization Weiran Wang R. Arora Karen Livescu J. Bilmes SSL DRL 279 990 0 02 Feb 2016
End-to-end Learning of Action Detection from Frame Glimpses in Videos Serena Yeung Olga Russakovsky Greg Mori Li Fei-Fei EgoV 365 622 0 22 Nov 2015
Large-Scale Approximate Kernel Canonical Correlation Analysis Weiran Wang Karen Livescu 358 57 0 15 Nov 2015
Stochastic Optimization for Deep CCA via Nonlinear Orthogonal Iterations Weiran Wang R. Arora Karen Livescu Nathan Srebro ODL BDL 168 68 0 07 Oct 2015
A Neural Attention Model for Abstractive Sentence SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP), 2015 Alexander M. Rush S. Chopra Jason Weston CVBM 408 2,790 0 02 Sep 2015
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network ModelsAAAI Conference on Artificial Intelligence (AAAI), 2015 Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 324 1,794 0 17 Jul 2015
Finding Linear Structure in Large Datasets with Scalable Canonical Correlation Analysis Zhuang Ma Y. Lu Dean Phillips Foster 184 83 0 26 Jun 2015
A Neural Conversational Model Oriol Vinyals Quoc V. Le BDL 507 1,795 0 19 Jun 2015
Multi-view Convolutional Neural Networks for 3D Shape Recognition Hang Su Subhransu Maji E. Kalogerakis Erik Learned-Miller 3DV 939 3,452 0 05 May 2015
Sequence to Sequence -- Video to Text Subhashini Venugopalan Marcus Rohrbach Jeff Donahue Raymond J. Mooney Trevor Darrell Kate Saenko 356 1,466 0 03 May 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 950 6,046 0 03 May 2015
Beyond Short Snippets: Deep Networks for Video ClassificationComputer Vision and Pattern Recognition (CVPR), 2015 Joe Yue-Hei Ng Matthew J. Hausknecht Sudheendra Vijayanarasimhan Oriol Vinyals R. Monga G. Toderici 432 2,417 0 31 Mar 2015
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval Hamid Palangi Li Deng Yelong Shen Jianfeng Gao Xiaodong He Jianshu Chen Xinying Song Rabab Ward 3DV RALM 261 851 0 24 Feb 2015
Supervised cross-modal factor analysis for multiple modal data classification Jingbin Wang Yu-Sung Tu Kanghong Duan Zhenxin Zhan S. Chekuri 221 1 0 18 Feb 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Dong Wang Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 773 10,534 0 10 Feb 2015
Combining Language and Vision with a Multimodal Skip-gram Model Angeliki Lazaridou N. Pham Marco Baroni VLM 321 289 0 12 Jan 2015
Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)International Conference on Learning Representations (ICLR), 2014 Junhua Mao Wenyuan Xu Yi Yang Jiang Wang Zhiheng Huang Alan Yuille VLM 560 1,272 0 20 Dec 2014
Translating Videos to Natural Language Using Deep Recurrent Neural NetworksNorth American Chapter of the Association for Computational Linguistics (NAACL), 2014 Subhashini Venugopalan Huijuan Xu Jeff Donahue Marcus Rohrbach Raymond J. Mooney Kate Saenko 456 974 0 15 Dec 2014
Deep Visual-Semantic Alignments for Generating Image DescriptionsComputer Vision and Pattern Recognition (CVPR), 2014 A. Karpathy Li Fei-Fei 482 5,843 0 07 Dec 2014