Papers citing 'Multimodal Deep Learning'

Title
Crossmodal Attentive Skill Learner Shayegan Omidshafiei Dong-Ki Kim Jason Pazis Jonathan P. How 198 13 0 28 Nov 2017
In2I : Unsupervised Multi-Image-to-Image Translation Using Generative Adversarial Networks Pramuditha Perera Mahdi Abavisani Vishal M. Patel GAN 126 29 0 26 Nov 2017
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation Xucong Zhang Yusuke Sugano Mario Fritz Andreas Bulling CVBM 148 524 0 24 Nov 2017
Visual Speech Enhancement Aviv Gabbay Asaph Shamir Shmuel Peleg 184 17 0 23 Nov 2017
Beyond RGB: Very High Resolution Urban Remote Sensing With Multimodal Deep Networks Nicolas Audebert Bertrand Le Saux Sébastien Lefèvre 181 558 0 23 Nov 2017
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons Edward J. Kim Darryl Hannan Garrett Kenyon 208 25 0 21 Nov 2017
ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation Chang Zhou Jinze Bai Junshuai Song Xiaofei Liu Zhengchao Zhao Xiusi Chen Jun Gao HAI 167 324 0 17 Nov 2017
Deep Matching Autoencoders Tanmoy Mukherjee M. Yamada Timothy M. Hospedales 164 18 0 16 Nov 2017
Common Representation Learning Using Step-based Correlation Multi-Modal CNN Gaurav Bhatt Piyush Jha Balasubramanian Raman SSL 156 4 0 31 Oct 2017
Lip2AudSpec: Speech reconstruction from silent lip movements videoIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017 Hassan Akbari Himani Arora Liangliang Cao N. Mesgarani 126 93 0 26 Oct 2017
Combining Multiple Views for Visual Speech Recognition Marina Zimmermann Mostafa Mehdipour-Ghazi H. K. Ekenel Jean-Philippe Thiran 109 6 0 19 Oct 2017
Visual Speech Recognition Using PCA Networks and LSTMs in a Tandem GMM-HMM System Marina Zimmermann Mostafa Mehdipour-Ghazi H. K. Ekenel Jean-Philippe Thiran 129 39 0 19 Oct 2017
The Feeling of Success: Does Touch Sensing Help Predict Grasp Outcomes? Roberto Calandra Andrew Owens M. Upadhyaya Wenzhen Yuan Justin Lin Edward H. Adelson Sergey Levine 521 220 0 16 Oct 2017
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning Yuxin Peng Jinwei Qi Yuxin Yuan GAN 178 270 0 14 Oct 2017
Learning Graph Representations with Embedding Propagation Alberto García-Durán Mathias Niepert GNN SSL 144 172 0 09 Oct 2017
Constrained Deep Transfer Feature Learning and its Applications Yue Wu Q. Ji 92 35 0 23 Sep 2017
Cross-modal Recurrent Models for Weight Objective Prediction from Multimodal Time-series Data Petar Velickovic Laurynas Karazija Nicholas D. Lane S. Bhattacharya Edgar Liberis Pietro Lio A. Chieh O. Bellahsen M. Vegreville 135 23 0 23 Sep 2017
MRNet-Product2Vec: A Multi-task Recurrent Neural Network for Product Embeddings Arijit Biswas Mukul Bhutani Subhajit Sanyal 89 10 0 21 Sep 2017
MultiNet: Multi-Modal Multi-Task Learning for Autonomous Driving Sauhaarda Chowdhuri T. Pankaj K. Zipser 145 15 0 16 Sep 2017
AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video X. Wang Ali Farhadi Rajesh P. N. Rao Bingni W. Brunton 149 34 0 13 Sep 2017
Discovering Potential Correlations via Hypercontractivity Hyeji Kim Weihao Gao Sreeram Kannan Sewoong Oh Pramod Viswanath 222 10 0 12 Sep 2017
Multimodal Content Analysis for Effective Advertisements on YouTube Nikhita Vedula Wei Sun Hyunhwan Lee Harsh Gupta Mitsunori Ogihara Joseph Johnson Gang Ren Srinivasan Parthasarathy 123 42 0 12 Sep 2017
End-to-End Audiovisual Fusion with LSTMs Stavros Petridis Yujiang Wang Zuwei Li Maja Pantic VLM 81 39 0 12 Sep 2017
XFlow: Cross-modal Deep Neural Networks for Audiovisual Classification Cătălina Cangea Petar Velickovic Pietro Lio 134 31 0 02 Sep 2017
End-to-End Multi-View Lipreading Stavros Petridis Yujiang Wang Zuwei Li Maja Pantic 131 52 0 01 Sep 2017
Audio-Visual Speech Enhancement Using Multimodal Deep Convolutional Neural Networks Jen-Cheng Hou Syu-Siang Wang Ying-Hui Lai Yu Tsao Hsiu-Wen Chang H. Wang 344 214 0 01 Sep 2017
A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community John E. Ball Derek T. Anderson Chee Seng Chan 185 521 0 01 Sep 2017
Fine-grained Visual-textual Representation Learning Xiangteng He Yuxin Peng 429 66 0 31 Aug 2017
Seeing Through Noise: Visually Driven Speaker Separation and Enhancement Aviv Gabbay Ariel Ephrat Tavi Halperin Shmuel Peleg 205 19 0 22 Aug 2017
VIGAN: Missing View Imputation with Generative Adversarial Networks Chao Shang A. Palmer Jiangwen Sun Ko-Shin Chen Jin Lu J. Bi GAN 160 133 0 22 Aug 2017
Statistical Latent Space Approach for Mixed Data Modelling and Applications T. Nguyen T. Tran Dinh Q. Phung Svetha Venkatesh 68 0 0 18 Aug 2017
Deep Binary Reconstruction for Cross-modal Hashing Xuelong Li Di Hu Feiping Nie MQ 164 163 0 17 Aug 2017
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention Network Yuxin Peng Jinwei Qi Yuxin Yuan 105 136 0 16 Aug 2017
MHTN: Modal-adversarial Hybrid Transfer Network for Cross-modal RetrievalIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2017 Xin Huang Yuxin Peng Mingkuan Yuan GAN 128 119 0 08 Aug 2017
Scalable and Effective Deep CCA via Soft Decorrelation Xiaobin Chang Tao Xiang Timothy M. Hospedales 126 3 0 30 Jul 2017
Partial Transfer Learning with Selective Adversarial Networks Zhangjie Cao Mingsheng Long Jianmin Wang Sai Li GAN 168 465 0 25 Jul 2017
Learning in High-Dimensional Multimedia Data: The State of the Art Lianli Gao Jingkuan Song Xingyi Liu Junming Shao Jiajun Liu Jie Shao 112 125 0 10 Jul 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 351 96 0 06 Jul 2017
Multimedia Semantic Integrity Assessment Using Joint Embedding Of Images And Text Ayush Jaiswal Ekraam Sabir Wael Abd-Almageed Premkumar Natarajan 168 51 0 06 Jul 2017
Conditional generation of multi-modal data using constrained embedding space mapping Subhajit Chaudhury Sakyasingha Dasgupta Asim Munawar Md. A. Salam Khan Ryuki Tachibana 95 6 0 04 Jul 2017
A Deep Multimodal Approach for Cold-start Music Recommendation Sergio Oramas Oriol Nieto Mohamed Sordo Xavier Serra 146 101 0 29 Jun 2017
The YouTube-8M Kaggle Competition: Challenges and Methods Haosheng Zou Kun Xu Jialian Li Jun Zhu 71 13 0 28 Jun 2017
Preserving Intermediate Objectives: One Simple Trick to Improve Learning for Hierarchical Models Abhilasha Ravichander Shruti Rijhwani Rajat Kulshreshtha Chirag Nagpal T. Baltrušaitis Louis-Philippe Morency 113 0 0 23 Jun 2017
3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition A. Torfi Seyed Mehdi Iranmanesh Nasser M. Nasrabadi J. Dawson 206 104 0 18 Jun 2017
One Model To Learn Them All Lukasz Kaiser Aidan Gomez Noam M. Shazeer Ashish Vaswani Niki Parmar Llion Jones Jakob Uszkoreit VLM ViT 217 345 0 16 Jun 2017
LinkNet: Exploiting Encoder Representations for Efficient Semantic SegmentationVisual Communications and Image Processing (VCIP), 2017 Abhishek Chaurasia Eugenio Culurciello SSeg 206 1,574 0 14 Jun 2017
Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video ClassificationIEEE transactions on multimedia (IEEE TMM), 2017 Yu-Gang Jiang Zuxuan Wu Jinhui Tang Zechao Li Xiangyang Xue Shih-Fu Chang 121 100 0 14 Jun 2017
See, Hear, and Read: Deep Aligned Representations Y. Aytar Carl Vondrick Antonio Torralba VLM AI4TS 185 139 0 03 Jun 2017
Grounding Symbols in Multi-Modal Instructions Yordan V. Hristov Svetlin Penkov A. Lascarides S. Ramamoorthy 78 8 0 01 Jun 2017
Cross-modal Common Representation Learning by Hybrid Transfer NetworkInternational Joint Conference on Artificial Intelligence (IJCAI), 2017 Xin Huang Yuxin Peng Mingkuan Yuan 102 55 0 01 Jun 2017