Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion

15 June 2020

Papers citing "Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion"

50 / 59 papers shown

Title
Mask-informed Deep Contrastive Incomplete Multi-view Clustering Zhenglai Li Yuqi Shi Xiao He Chang-Fu Tang 92 0 0 04 Feb 2025
A new face database simultaneously acquired in visible, near infrared and thermal spectrum V. Espinosa-Duro Marcos Faúndez-Zanuy Jirí Mekyska CVBM 30 78 0 24 Feb 2022
Recovering Accurate Labeling Information from Partially Valid Data for Effective Multi-Label Learning Ximing Li Yang Wang 18 20 0 20 Jun 2020
Deep Multi-View Enhancement Hashing for Image Retrieval C. Yan Biao Gong Yuxuan Wei Yue Gao 49 363 0 01 Feb 2020
Kernelized Multiview Subspace Analysis by Self-weighted Learning Huibing Wang Yang Wang Zhao Zhang Xianping Fu L. Zhuo Mingliang Xu Meng Wang 43 105 0 23 Nov 2019
Biconditional Generative Adversarial Networks for Multiview Learning with Missing Views Anastasiia Doinychko Massih-Reza Amini GAN 22 2 0 05 Nov 2019
MEGAN: A Generative Adversarial Network for Multi-View Network Embedding Yiwei Sun Suhang Wang Tsung-Yu Hsieh Xianfeng Tang Vasant Honavar GAN 40 44 0 20 Aug 2019
Ranking-based Deep Cross-modal Hashing Xuanwu Liu Guoxian Yu C. Domeniconi Jun Wang Yazhou Ren Maozu Guo 45 71 0 11 May 2019
Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers Kui Jia Jiehong Lin Mingkui Tan Dacheng Tao 3DV 41 32 0 25 Apr 2019
Cross-Entropy Adversarial View Adaptation for Person Re-identification Lin Wu Richang Hong Yang Wang Ming Wang GAN 54 80 0 03 Apr 2019
Few-Shot Deep Adversarial Learning for Video-based Person Re-identification Lin Wu Yang Wang Hongzhi Yin Meng Wang Ling Shao 24 81 0 29 Mar 2019
3D PersonVLAD: Learning Deep Global Representations for Video-based Person Re-identification Lin Wu Yang Wang Ling Shao Ming Wang 3DPC 42 94 0 26 Dec 2018
Recipe1M+: A Dataset for Learning Cross-Modal Embeddings for Cooking Recipes and Food Images Javier Marín Aritro Biswas Ferda Ofli Nick Hynes Amaia Salvador Y. Aytar Ingmar Weber Antonio Torralba 35 323 0 14 Oct 2018
Multi-View Frame Reconstruction with Conditional GAN T. Mahmud Mohammad Billah Amit K. Roy-Chowdhury GAN 22 5 0 27 Sep 2018
ClusterGAN : Latent Space Clustering in Generative Adversarial Networks Sudipto Mukherjee Himanshu Asnani Eugene Lin Sreeram Kannan GAN 44 335 0 10 Sep 2018
Where-and-When to Look: Deep Siamese Attention Networks for Video-based Person Re-identification Lin Wu Yanjie Wang Junbin Gao Xue Li 51 195 0 03 Aug 2018
CR-GAN: Learning Complete Representations for Multi-view Generation Yu Tian Xi Peng Long Zhao Shaoting Zhang Dimitris N. Metaxas GAN SSL 51 147 0 28 Jun 2018
MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval Xin Liu Zhikai Hu Haibin Ling Yiu-ming Cheung 41 160 0 04 May 2018
Deep Co-attention based Comparators For Relative Representation Learning in Person Re-identification Lin Wu Yang Wang Junbin Gao Dacheng Tao 33 21 0 30 Apr 2018
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval Lin Wu Yang Wang Ling Shao GAN 60 229 0 30 Apr 2018
Self-Supervised Adversarial Hashing Networks for Cross-Modal Retrieval Chao Li Cheng Deng Ning Li Wen Liu Xinbo Gao Dacheng Tao GAN 57 360 0 04 Apr 2018
Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction Huaxiu Yao Fei Wu Jintao Ke Xianfeng Tang Yitian Jia Siyu Lu Pinghua Gong Jieping Ye Z. Li GNN 85 1,107 0 23 Feb 2018
Load Balanced GANs for Multi-view Face Image Synthesis Jie Cao Yibo Hu Ting Yu Ran He Zhenan Sun CVBM GAN 47 20 0 21 Feb 2018
Deep Multi-view Learning to Rank G. Cao Alexandros Iosifidis Moncef Gabbouj Vijay V. Raghavan Raju N. Gottumukkala 53 14 0 31 Jan 2018
Logo Synthesis and Manipulation with Clustered Generative Adversarial Networks Alexander Sage E. Agustsson Radu Timofte Luc Van Gool GAN 56 62 0 12 Dec 2017
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 101 1,710 0 28 Nov 2017
StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Yunjey Choi Min-Je Choi M. Kim Jung-Woo Ha Sunghun Kim Jaegul Choo GAN 108 3,547 0 24 Nov 2017
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 72 145 0 24 Nov 2017
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu Jianfei Cai Shafiq Joty Li Niu G. Wang VLM 55 361 0 17 Nov 2017
Structured Generative Adversarial Networks Zhijie Deng Huatian Zhang Xiaodan Liang Luona Yang Shizhen Xu Jun Zhu Eric Xing GAN 58 53 0 02 Nov 2017
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning Yuxin Peng Jinwei Qi Yuxin Yuan GAN 52 245 0 14 Oct 2017
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation Yulei Niu Zhiwu Lu Ji-Rong Wen Tao Xiang Shih-Fu Chang VLM 56 68 0 05 Sep 2017
Multi-View Spectral Clustering via Structured Low-Rank Matrix Factorization Yang Wang Lin Wu 68 344 0 05 Sep 2017
VIGAN: Missing View Imputation with Generative Adversarial Networks Chao Shang A. Palmer Jiangwen Sun Ko-Shin Chen Jin Lu J. Bi GAN 36 121 0 22 Aug 2017
Deep Binary Reconstruction for Cross-modal Hashing Xuelong Li Di Hu Feiping Nie MQ 34 144 0 17 Aug 2017
MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal Retrieval Xin Huang Yuxin Peng Mingkuan Yuan GAN 39 110 0 08 Aug 2017
Beyond Low-Rank Representations: Orthogonal Clustering Basis Reconstruction with Optimized Graph Structure for Multi-view Spectral Clustering Yang Wang Lin Wu 45 121 0 04 Aug 2017
Deep Cross-Modal Audio-Visual Generation Lele Chen Sudhanshu Srivastava Z. Duan Chenliang Xu 82 221 0 26 Apr 2017
Coupled Deep Learning for Heterogeneous Face Recognition Xiang Wu Lingxiao Song Ran He Tieniu Tan CVBM 74 102 0 08 Apr 2017
Triple Generative Adversarial Nets Chongxuan Li T. Xu Jun Zhu Bo Zhang GAN 79 452 0 07 Mar 2017
Person Search with Natural Language Description Shuang Li Tong Xiao Hongsheng Li Bolei Zhou Dayu Yue Xiaogang Wang 64 389 0 19 Feb 2017
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval Veronika Cheplygina Xuemin Lin D. Lynch Weinan Zhang 90 156 0 18 Jan 2017
Robust Hashing for Multi-View Data: Jointly Learning Low-Rank Kernelized Similarity Consensus and Hash Functions Lin Wu Yang Wang 106 45 0 17 Nov 2016
Multi-view Generative Adversarial Networks Mickaël Chen Ludovic Denoyer GAN 45 30 0 07 Nov 2016
Cross-Modal Scene Networks Y. Aytar Lluis Castrejon Carl Vondrick Hamed Pirsiavash Antonio Torralba SSL 54 114 0 27 Oct 2016
Iterative Views Agreement: An Iterative Low-Rank based Structured Optimization Method to Multi-View Spectral Clustering Yang Wang Weinan Zhang Lin Wu Xuemin Lin Meng Fang Shirui Pan 51 231 0 19 Aug 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 150 4,224 0 12 Jun 2016
Improved Techniques for Training GANs Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen GAN 441 8,999 0 10 Jun 2016
Adversarially Learned Inference Vincent Dumoulin Ishmael Belghazi Ben Poole Olivier Mastropietro Alex Lamb Martín Arjovsky Aaron Courville GAN 69 1,312 0 02 Jun 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 199 842 0 17 May 2016