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2301.04856
Cited By
Multimodal Deep Learning
International Conference on Machine Learning (ICML), 2011
12 January 2023
Cem Akkus
Jiquan Ngiam
Vladana Djakovic
Steffen Jauch-Walser
A. Khosla
Mingyu Kim
Christopher Marquardt
Marco Moldovan
Nadja Sauter
Juhan Nam
Rickmer Schulte
Karol Urbanczyk
Jann Goschenhofer
Honglak Lee
A. Ng
Daniel Schalk
Yi Men
Re-assign community
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Papers citing
"Multimodal Deep Learning"
50 / 844 papers shown
Discovering Visual Concept Structure with Sparse and Incomplete Tags
Artificial Intelligence (AI), 2017
Jingya Wang
Xiatian Zhu
S. Gong
174
15
0
30 May 2017
Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation
Conference on Robot Learning (CoRL), 2017
Guan-Horng Liu
Avinash Siravuru
Sai P. Selvaraj
Manuela Veloso
George Kantor
170
71
0
30 May 2017
Multimodal Machine Learning: A Survey and Taxonomy
T. Baltrušaitis
Chaitanya Ahuja
Louis-Philippe Morency
576
3,634
0
26 May 2017
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
Alex Kendall
Y. Gal
R. Cipolla
3DH
536
3,642
0
19 May 2017
Deep Multi-view Models for Glitch Classification
S. Bahaadini
N. Rohani
S. Coughlin
M. Zevin
V. Kalogera
Aggelos K. Katsaggelos
95
46
0
28 Apr 2017
End-to-End Multimodal Emotion Recognition using Deep Neural Networks
Panagiotis Tzirakis
George Trigeorgis
M. Nicolaou
Björn Schuller
Stefanos Zafeiriou
HAI
204
608
0
27 Apr 2017
Deep Cross-Modal Audio-Visual Generation
Lele Chen
Sudhanshu Srivastava
Z. Duan
Chenliang Xu
249
231
0
26 Apr 2017
Tapping the sensorimotor trajectory
Oswald Berthold
Verena V. Hafner
108
0
0
25 Apr 2017
Semi-supervised Bayesian Deep Multi-modal Emotion Recognition
Changde Du
Changying Du
Jinpeng Li
Wei-Long Zheng
Bao-Liang Lu
Huiguang He
77
9
0
25 Apr 2017
Learning weakly supervised multimodal phoneme embeddings
Rahma Chaabouni
Ewan Dunbar
Neil Zeghidour
Emmanuel Dupoux
SSL
182
10
0
23 Apr 2017
Video Fill In the Blank using LR/RL LSTMs with Spatial-Temporal Attentions
Amir Mazaheri
Dong Zhang
M. Shah
95
12
0
15 Apr 2017
Cross-media Similarity Metric Learning with Unified Deep Networks
Jinwei Qi
Xin Huang
Yuxin Peng
SSL
70
9
0
14 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation
Holger Schwenk
Matthijs Douze
359
217
0
13 Apr 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks
Liwei Wang
Yin Li
Jing-ling Huang
Svetlana Lazebnik
VLM
283
530
0
11 Apr 2017
Deep Multimodal Representation Learning from Temporal Data
Xitong Yang
Palghat Ramesh
Radha Chitta
S. Madhvanath
Edgar A. Bernal
Jiebo Luo
AI4TS
174
104
0
11 Apr 2017
Fine-graind Image Classification via Combining Vision and Language
Xiangteng He
Yuxin Peng
VLM
243
175
0
10 Apr 2017
Coupled Deep Learning for Heterogeneous Face Recognition
Xiang Wu
Lingxiao Song
Ran He
Tieniu Tan
CVBM
323
106
0
08 Apr 2017
AMC: Attention guided Multi-modal Correlation Learning for Image Search
Kan Chen
Trung Bui
Chen Fang
Zhaowen Wang
Ram Nevatia
129
39
0
03 Apr 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
315
23
0
30 Mar 2017
Multimodal deep learning approach for joint EEG-EMG data compression and classification
Ahmed Ben Said
Amr M. Mohamed
Tarek M. Elfouly
Khaled A. Harras
Z. J. Wang
126
83
0
27 Mar 2017
Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes
Guo-Jun Qi
Wen Liu
Charu C. Aggarwal
Thomas Huang
VLM
163
55
0
22 Mar 2017
High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks
Krzysztof J. Geras
Stacey Wolfson
Yiqiu Shen
Nan Wu
S. G. Kim
Eric Kim
Laura Heacock
Ujas N Parikh
Linda Moy
Dong Wang
304
239
0
21 Mar 2017
Cross-modal Deep Metric Learning with Multi-task Regularization
Xin Huang
Yuxin Peng
62
18
0
21 Mar 2017
Learning Robust Visual-Semantic Embeddings
Yifan Hao
Liang-Kang Huang
Ruslan Salakhutdinov
SSL
AI4TS
172
182
0
17 Mar 2017
Sensor Fusion for Robot Control through Deep Reinforcement Learning
Steven Bohez
Tim Verbelen
E. D. Coninck
B. Vankeirsbilck
Pieter Simoens
Bart Dhoedt
SSL
113
29
0
13 Mar 2017
Convolutional Spike Timing Dependent Plasticity based Feature Learning in Spiking Neural Networks
Priyadarshini Panda
G. Srinivasan
Kaushik Roy
109
17
0
10 Mar 2017
RGB-D Salient Object Detection Based on Discriminative Cross-modal Transfer Learning
Hao Chen
Yangfu Li
Jane Polak Scowcroft
81
2
0
01 Mar 2017
Analyzing Modular CNN Architectures for Joint Depth Prediction and Semantic Segmentation
IEEE International Conference on Robotics and Automation (ICRA), 2017
O. Jafari
Oliver Groth
Alexander Kirillov
M. Yang
Carsten Rother
3DV
120
65
0
26 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey
G. Csurka
OOD
335
538
0
17 Feb 2017
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2017
Navaneeth Bodla
Jingxiao Zheng
Hongyu Xu
Jun-Cheng Chen
Carlos D. Castillo
Rama Chellappa
CVBM
252
66
0
15 Feb 2017
Gated Multimodal Units for Information Fusion
International Conference on Learning Representations (ICLR), 2017
John Arevalo
Thamar Solorio
Manuel Montes-y-Gómez
Fabio Gonzalez
687
475
0
07 Feb 2017
PCA-Initialized Deep Neural Networks Applied To Document Image Analysis
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2017
Mathias Seuret
Michele Alberti
Rolf Ingold
Marcus Liwicki
ODL
104
56
0
01 Feb 2017
End-To-End Visual Speech Recognition With LSTMs
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2017
Stavros Petridis
Zuwei Li
Maja Pantic
VLM
135
120
0
20 Jan 2017
Fusion of Heterogeneous Data in Convolutional Networks for Urban Semantic Labeling (Invited Paper)
Joint Urban Remote Sensing Event (JURSE), 2017
Nicolas Audebert
Bertrand Le Saux
Sébastien Lefèvre
91
35
0
20 Jan 2017
Image Generation and Editing with Variational Info Generative AdversarialNetworks
Mahesh Gorijala
Ambedkar Dukkipati
GAN
126
15
0
17 Jan 2017
Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading
Chunlin Tian
Weijun Ji
47
7
0
16 Jan 2017
Multi-task Learning Of Deep Neural Networks For Audio Visual Automatic Speech Recognition
Abhinav Thanda
S. Venkatesan
CVBM
92
29
0
10 Jan 2017
Deep learning for plasma tomography using the bolometer system at JET
F. Matos
D. R. Ferreira
P. Carvalho
JET Contributors
148
48
0
02 Jan 2017
A Deep Learning Approach To Multiple Kernel Fusion
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2016
Huan Song
Jayaraman J. Thiagarajan
P. Sattigeri
Karthikeyan N. Ramamurthy
A. Spanias
173
18
0
28 Dec 2016
DeMIAN: Deep Modality Invariant Adversarial Network
Kuniaki Saito
Yusuke Mukuta
Yoshitaka Ushiku
Tatsuya Harada
VLM
GAN
153
5
0
23 Dec 2016
Neural networks based EEG-Speech Models
Pengfei Sun
Jun Qin
99
28
0
16 Dec 2016
Deep Learning of Robotic Tasks without a Simulator using Strong and Weak Human Supervision
Bar Hilleli
Ran El-Yaniv
105
2
0
04 Dec 2016
Joint Visual Denoising and Classification using Deep Learning
Gang Chen
Yawei Li
S. Srihari
105
10
0
04 Dec 2016
Is a picture worth a thousand words? A Deep Multi-Modal Fusion Architecture for Product Classification in e-commerce
Tom Zahavy
Alessandro Magnani
Abhinandan Krishnan
Shie Mannor
166
67
0
29 Nov 2016
Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning
Heriberto Cuayáhuitl
G. Couly
Clément Olalainty
131
3
0
26 Nov 2016
Robust end-to-end deep audiovisual speech recognition
Ramon Sanabria
Florian Metze
Fernando de la Torre
129
7
0
21 Nov 2016
Joint Network based Attention for Action Recognition
Yemin Shi
Yonghong Tian
Yaowei Wang
Tiejun Huang
104
8
0
16 Nov 2016
Multi-view Recurrent Neural Acoustic Word Embeddings
Wanjia He
Weiran Wang
Karen Livescu
212
91
0
14 Nov 2016
Audio Visual Speech Recognition using Deep Recurrent Neural Networks
Abhinav Thanda
S. Venkatesan
112
26
0
09 Nov 2016
Multispectral Deep Neural Networks for Pedestrian Detection
Jingjing Liu
Shaoting Zhang
Shu Wang
Dimitris N. Metaxas
3DH
169
415
0
08 Nov 2016
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