Deep Learning Publication Navigator - subtopic: multimodal


Year TitleAuthor
2017   Multimodal 2D+ 3D Facial Expression Recognition with Deep Fusion Convolutional Neural Network  H LI, J Sun, XU Zongben, L Chen
2017   Social-Aware Movie Recommendation via Multimodal Network Learning  Z Zhao, Q Yang, H Lu, T Weninger, D Cai, X He
2017   Multimodal Neuroimaging Feature Learning with Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease.  J Shi, X Zheng, Y Li, Q Zhang, S Ying
2017   Multimodal deep learning approach for joint EEG-EMG data compression and classification  AB Said, A Mohamed, T Elfouly, K Harras, ZJ Wang
2017   Deep learning for semantic segmentation in multimodal medical images  I LITIS
2017   Parametric Representation Of The Speaker'S Lips For Multimodal Sign Language And Speech Recognition.  D Ryumin, AA Karpov
2017   PHROG: A Multimodal Feature for Place Recognition  F Bonardi, S Ainouz, R Boutteau, Y Dupuis, X Savatier
2017   1179 Multimodal Ambulatory Sleep Detection Using Recurrent Neural Networks  W Chen, A Sano, D Lopez, S Taylor, AW McHill
2017   Hierarchical multi-class classification in multimodal spacecraft data using DNN and weighted support vector machine  K Li, Y Wu, Y Nan, P Li, Y Li
2017   End-to-End Multimodal Emotion Recognition using Deep Neural Networks  P Tzirakis, G Trigeorgis, MA Nicolaou, B Schuller
2017   Learning Joint Multimodal Representation Based on Multi-fusion Deep Neural Networks  Z Gu, B Lang, T Yue, L Huang 
2017   Efficient symmetry-driven fully convolutional network for multimodal brain tumor segmentation  H Shen, J Zhang, W Zheng 
2017   Multimodal Machine Learning: A Survey and Taxonomy  T Baltrušaitis, C Ahuja, LP Morency
2017   Multimodal Data Analysis and Integration for Multi-Slot Spectrum Auction Based on Deep Feedforward Network  F Zhao, Y Zhang, H Chen
2017   Gated spatio and temporal convolutional neural network for activity recognition: towards gated multimodal deep learning  N Yudistira, T Kurita 
2017   Recurrent Multimodal Interaction for Referring Image Segmentation  C Liu, Z Lin, X Shen, J Yang, X Lu, A Yuille
2017   Multimodal vehicle detection: fusing 3D-LIDAR and color camera data  A Asvadi, L Garrote, C Premebida, P Peixoto
2017   Hierarchical Multimodal Fusion of Deep-Learned Lesion and Tissue Integrity Features in Brain MRIs for Distinguishing Neuromyelitis Optica from Multiple Sclerosis  Y Yoo, LYW Tang, SH Kim, HJ Kim, LE Lee, DKB Li
2017   A multimodal deep learning framework using local feature representations for face recognition  AS Al
2017   VANETs Meet Autonomous Vehicles: A Multimodal 3D Environment Learning Approach  Y Maalej, S Sorour, A Abdel
2017   Prediction of Cognitive States during Flight Simulation using Multimodal Psychophysiological Sensing  AR Harrivel, CL Stephens, RJ Milletich, CM Heinich
2017   Multimodal architecture for emotion in robots using deep learning  M Ghayoumi, AK Bansal
2017   Multimodal Dialogs (MMD): A large-scale dataset for studying multimodal domain-aware conversations  A Saha, M Khapra, K Sankaranarayanan
2017   Active Perception based on Energy Minimization in Multimodal Human-robot Interaction  T Horii, Y Nagai, M Asada 
2017   A 2D/3D Convolutional Neural Network for Brain White Matter Lesion Detection in Multimodal MRI  L Roa
2017   Speech Intention Classification with Multimodal Deep Learning  Y Gu, X Li, S Chen, J Zhang, I Marsic
2017   A deep learning architecture for temporal sleep stage classification using multivariate and multimodal time series  S Chambon, M Galtier, P Arnal, G Wainrib, A Gramfort
2017   Discovering a Domain Knowledge Representation for Image Grouping: Multimodal Data Modeling, Fusion, and Interactive Learning  X Guo
2017   Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification  YG Jiang, Z Wu, J Tang, Z Li, X Xue, SF Chang
2017   Auxiliary Multimodal LSTM for Audio-visual Speech Recognition and Lipreading  C Tian, W Ji, Y Yuan
2017   Learning to Extract Semantic Structure from Documents Using Multimodal Fully Convolutional Neural Network  X Yang, E Yumer, P Asente, M Kraley, D Kifer, CL Giles
2017   Deep Multimodal Fusion: A Hybrid Approach  MR Amer, T Shields, B Siddiquie, A Tamrakar
2017   A Passive Learning Sensor Architecture for Multimodal Image Labeling: An Application for Social Robots  MA Gutiérrez, LJ Manso, H Pandya, P Núñez
2017   Automated Detection of Epileptogenic Cortical Malformations Using Multimodal MRI  RS Gill, SJ Hong, F Fadaie, B Caldairou, B Bernhardt
2017   Multi-stage Diagnosis of Alzheimer's Disease with Incomplete Multimodal Data via Multi-task Deep Learning  KH Thung, PT Yap, D Shen
2017   Compensating for Limitations in Speech-Based Natural Language Processing with Multimodal Interfaces in UAV Operation  EL Meszaros, M Chandarana, A Trujillo, BD Allen
2017   Robot gains social intelligence through multimodal deep reinforcement learning  AH Qureshi, Y Nakamura, Y Yoshikawa, H Ishiguro
2017   Multimodal Learning and Reasoning for Visual Question Answering  I Ilievski, J Feng 
2017   Multimodal Image-to-Image Translation by Enforcing Bi-Cycle Consistency  JY Zhu, R Zhang, D Pathak, T Darrell, AA Efros 
2017   Deep Multimodal Learning: A Survey on Recent Advances and Trends  D Ramachandram, GW Taylor 
2017   Ensemble Application of Convolutional Neural Networks and Multiple Kernel Learning for Multimodal Sentiment Analysis  S Poria, H Peng, A Hussain, N Howard, E Cambria
2017   Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support: Third International Workshop, DLMIA 2017, and 7th International …  MJ Cardoso, T Arbel, G Carneiro, T Syeda
2017   A Review of Affective Computing: From Unimodal Analysis to Multimodal Fusion  S Poria, E Cambria, R Bajpai, A Hussain
2017   A Review of Affective Computing: >From Unimodal Analysis to Multimodal Fusion  S Poria, E Cambria, R Bajpai, A Hussain
2017   ShapeWorld-A new test methodology for multimodal language understanding  A Kuhnle, A Copestake
2017   AJILE Movement Prediction: Multimodal Deep Learning for Natural Human Neural Recordings and Video  XRN Wang, A Farhadi, R Rao, B Brunton
2017   Multimodal Storytelling via Generative Adversarial Imitation Learning  Z Chen, X Zhang, AP Boedihardjo, J Dai, CT Lu
2017   Deep Learning with Edge Computing for Localization of Epileptogenicity Using Multimodal rs-fMRI and EEG Big Data  MP Hosseini, TX Tran, D Pompili, K Elisevich
2017   Deep Multimodal Representation Learning from Temporal Data  X Yang, P Ramesh, R Chitta, S Madhvanath, EA Bernal
2017   Incident Prediction And Response Using Deep Learning Techniques And Multimodal Data  AK Baughman, C Eggenberger, AI Martin, DS Stoessel
2017   Multimodal Neuroimaging Feature Learning with Multimodal Stacked Deep Polynomial Networks for Diagnosis of Alzheimer's Disease  J Shi, X Zheng, Y Li, Q Zhang, S Ying
2017   Deep spatio-temporal features for multimodal emotion recognition  D Nguyen, K Nguyen, S Sridharan, A Ghasemi, D Dean
2017   Editorial Learning for Multimodal Data  X Zhu, X Luo, C Xu
2017   Uni-and multimodal methods for single-and multi-label recognition  S Ishikawa, J Laaksonen
2017   Weakly-supervised Multimodal Hashing for Scalable Social Image Retrieval  J Tang, Z Li
2017   Wearable Biosensor Network Enabled Multimodal Daily-life Emotion Recognition Employing Reputation-driven Imbalanced Fuzzy Classification  Y Dai, X Wang, P Zhang, W Zhang
2017   Generative Adversarial Networks for Multimodal Representation Learning in Video Hyperlinking  V Vukotic, C Raymond, G Gravier
2017   Deep multimodal network for multi-label classification  T Chen, S Wang, S Chen
2016   Look, Listen and Learn-A Multimodal LSTM for Speaker Identification  J Ren, Y Hu, YW Tai, C Wang, L Xu, W Sun, Q Yan
2016   Multimodal fusion of brain imaging data: A key to finding the missing link (s) in complex mental illness  VD Calhoun, J Sui
2016   Robobarista: Learning to Manipulate Novel Objects via Deep Multimodal Embedding  J Sung, SH Jin, I Lenz, A Saxena
2016   Multimodal Pivots for Image Caption Translation  J Hitschler, S Riezler
2016   Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition  FJ Ordóñez, D Roggen
2016   LIVELINET: A Multimodal Deep Recurrent Neural Network to Predict Liveliness in Educational Videos  A Sharma, A Biswas, A Gandhi, S Patil, O Deshmukh
2016   VERGE: A Multimodal Interactive Search Engine for Video Browsing and Retrieval  A Moumtzidou, T Mironidis, E Apostolidis
2016   Recognition of Emotions Using Multimodal Physiological Signals and an Ensemble Deep Learning Model  Z Yin, M Zhao, Y Wang, J Yang, J Zhang
2016   Seeing is believing: the quest for multimodal knowledge by Gerard de Melo and Niket Tandon, with Martin Vesely as coordinator  G de Melo, N Tandon
2016   Deep Multimodal Feature Analysis for Action Recognition in RGB+ D Videos  A Shahroudy, TT Ng, Y Gong, G Wang
2016   Multimodal Image Fusion and Its Applications  YH Chen
2016   Facial expression recognition in the wild based on multimodal texture features  B Sun, L Li, G Zhou, J He
2016   Audio-Video Based Multimodal Emotion Recognition Using SVMs and Deep Learning  B Sun, Q Xu, J He, L Yu, L Li, Q Wei
2016   An Intrinsic Real-Time Multimodal Recognition System Using Deep Neural Networks.  J SEETHALAKSHMI, C JAYAKUMAR
2016   Deep Dynamic Neural Networks for Multimodal Gesture Segmentation and Recognition  D Wu, L Pigou, PJ Kindermans, N Le, L Shao
2016   GeThR-Net: A Generalized Temporally Hybrid Recurrent Neural Network for Multimodal Information Fusion  A Gandhi, A Sharma, A Biswas, O Deshmukh
2016   Select-Additive Learning: Improving Cross-individual Generalization in Multimodal Sentiment Analysis  H Wang, A Meghawat, LP Morency, EP Xing
2016   Multimodal Spatiotemporal Information Fusion using Neural-Symbolic Modeling for Early Detection of Combustion Instabilities  S Sarkar, D Jha, K Lore, S Sarkar, A Ray
2016   Multimodal Emotion Recognition Using Multimodal Deep Learning  W Liu, WL Zheng, BL Lu
2016   MDL-CW: A Multimodal Deep Learning Framework With Cross Weights  S Rastegar, M Soleymani, HR Rabiee
2016   Geospatial Correspondences for Multimodal Registration  D Marcos, R Hamid, D Tuia
2016   Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning  H Cuayáhuitl, G Couly, C Olalainty
2016   Multimodal convolutional neural networks for road detection  S Held, H Khelil, M Killat
2016   Multimodal learning from visual and remotely sensed data  D Rao
2016   The University of Passau Open Emotion Recognition System for the Multimodal Emotion Challenge  J Deng, N Cummins, J Han, X Xu, Z Ren, V Pandit
2016   Leveraging Multimodal Information for Event Summarization and Concept-level Sentiment Analysis  RR Shah, Y Yu, A Verma, S Tang, AD Shaikh
2016   Multimodal deep learning for solar radio burst classification  L Ma, Z Chen, L Xu, Y Yan
2016   Emotion Recognition Using Multimodal Deep Learning  W Liu, WL Zheng, BL Lu
2016   Multimodal Learning via Exploring Deep Semantic Similarity  D Hu, X Lu, X Li
2016   Comparing and combining unimodal methods for multimodal recognition  S Ishikawa, J Laaksonen
2016   Variational methods for Conditional Multimodal Learning: Generating Human Faces from Attributes  G Pandey, A Dukkipati
2016   Learning and Fusing Multimodal Features from and for Multi-task Facial Computing  W Li, Z Zhu
2016   Multimodal Deep Learning for Cervical Dysplasia Diagnosis  T Xu, H Zhang, X Huang, S Zhang, DN Metaxas
2016   Towards multimodal deep learning for activity recognition on mobile devices  V Radu, ND Lane, S Bhattacharya, C Mascolo
2016   Variational methods for Conditional Multimodal Deep Learning  G Pandey, A Dukkipati
2016   A Shared Task on Multimodal Machine Translation and Crosslingual Image Description  L Specia, S Frank, K Sima'an, D Elliott
2016   Robot grasp detection using multimodal deep convolutional neural networks  Z Wang, Z Li, B Wang, H Liu
2016   A Comparative Analysis of Deep and Shallow Features for Multimodal Face Recognition in a Novel RGB-D-IR Dataset  T Freitas, PG Alves, C Carpinteiro, J Rodrigues
2016   Dynamic Hybrid Models For Multimodal Analysis  MR Amer, B Siddiquie, A Divakaran, C Richey, S Khan
2016   A deep semantic framework for multimodal representation learning  C Wang, H Yang, C Meinel
2016   Scandent tree: a decision forest based classification method for multimodal incomplete datasets  S Hor
2016   Multimodal and Crossmodal Representation Learning from Textual and Visual Features with Bidirectional Deep Neural Networks for Video Hyperlinking  V Vukotic, C Raymond, G Gravier
2015   Online Kernel-Based Multimodal Similarity Learning with Application to Image Retrieval  W Zhang, H Zhang
2015   Multimodal Learning Based Approaches for Link Prediction in Social Networks  F Liu, B Liu, C Sun, M Liu, X Wang
2015   Multimodal fusion for sensor data using stacked autoencoders  P Zhang, X Ma, W Zhang, S Lin, H Chen, AL Yirun
2015   Building a Large-scale Multimodal Knowledge Base for Visual Question Answering  Y Zhu, C Zhang, C Ré, L Fei
2015   A Study of Multimodal Addressee Detection in Human-Human-Computer Interaction  TJ Tsai, A Stolcke, M Slaney
2015   Learning Compact Hash Codes for Multimodal Representations using Orthogonal Deep Structure  D Wang, P Cui, M Ou, W Zhu
2015   Multimodal Deep Autoencoder for Human Pose Recovery.  D Tao, C Hong, J Yu, J Wan, M Wang
2015   Robust Face Recognition via Multimodal Deep Face Representation  C Ding, D Tao
2015   Deep Multimodal Hashing with Orthogonal Units  D Wang, P Cui, M Ou, W Zhu
2015   Multimodal emotional state recognition using sequence-dependent deep hierarchical features  P Barros, D Jirak, C Weber, S Wermter
2015   Implications of Multimodal Deep Learning for Textual and Visual Data  H Pham
2015   2015 Multimodal Learning and Analytics Grand Challenge  M Worsley, K Chiluiza, JF Grafsgaard, X Ochoa
2015   Combining Multimodal Features within a Fusion Network for Emotion Recognition in the Wild  B Sun, L Li, G Zhou, X Wu, J He, L Yu, D Li, Q Wei
2015   Challenges in Deep Learning for Multimodal Applications  S Ghosh
2015   Multimodal Dimensional Affect Recognition Using Deep Bidirectional Long Short-Term Memory Recurrent Neural Networks  E Pei, L Yang, D Jiang, H Sahli
2015   Deep Multimodal Learning for Audio-Visual Speech Recognition  Y Mroueh, E Marcheret, V Goel
2015   EmoNets: Multimodal deep learning approaches for emotion recognition in video  SE Kahou, X Bouthillier, P Lamblin, C Gulcehre
2015   Multimodal Deep Learning Library  J Jin
2015   Scalable user intent mining using a multimodal Restricted Boltzmann Machine  Y Shang, W Ding, M Liu, X Song, T Hu, Y An, H Wang
2015   Generalized K-fan Multimodal Deep Model with Shared Representations  G Chen, SN Srihari
2015   Deep Multimodal Embedding: Manipulating Novel Objects with Point-clouds, Language and Trajectories  J Sung, I Lenz, A Saxena
2015   Multimodal deep support vector classification with homologous features and its application to gearbox fault diagnosis  C Li, RV Sanchez, G Zurita, M Cerrada, D Cabrera
2015   Multimodal deep network learning-based image annotation  S Zhu, X Li, S Shen
2015   Local Visual Feature Fusion via Maximum Margin Multimodal Deep Neural Network  Z Ren, Y Deng, Q Dai
2015   Multimodal Deep Learning for Robust RGB-D Object Recognition  A Eitel, JT Springenberg, L Spinello, M Riedmiller
2015   Compositional Correlation Quantization for Large-Scale Multimodal Search  M Long, J Wang, PS Yu
2015   Multimodal learning for facial expression recognition  W Zhang, Y Zhang, L Ma, J Guan, S Gong
2015   Multimodal Video Classification with Stacked Contractive Autoencoders  Y Liu, X Feng, Z Zhou
2015   Multimodal Deep Autoencoders for Control of a Mobile Robot  J Sergeant, N Sünderhauf, M Milford, B Upcroft
2015   Multimodal Deep Belief Network Based Link Prediction and User Comment Generation  F Liu, B Liu, C Sun, M Liu, X Wang
2015   Multimodal Learning for Classification of Solar Radio Spectrum  Z Chen, L Ma, L Xu, Y Weng, Y Yan
2015   Multimodal tag localization based on deep learning  R Zhang, S Tang, W Liu, JT Li
2015   Improving Deep Representation Learning with Complex and Multimodal Data  K Sohn
2014   A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data  Y Zheng, YJ Zhang, H Larochelle
2014   Explain Images with Multimodal Recurrent Neural Networks  J Mao, W Xu, Y Yang, J Wang, AL Yuille
2014   Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models  R Kiros, R Salakhutdinov, RS Zemel
2014   Using an arts-integrated multimodal approach to promote English learning: A case study of two Taiwanese junior college students  HC LEE
2014   Deep Multimodal Fusion: Combining Discrete Events and Continuous Signals  HP Martínez, GN Yannakakis
2014   Improved Multimodal Deep Learning with Variation of Information  K Sohn, W Shang, H Lee
2014   Multimodal Transfer Deep Learning for Audio Visual Recognition  S Moon, S Kim, H Wang
2014   Integrative Data Analysis of Multi-platform Cancer Data with a Multimodal Deep Learning Approach  M Liang, Z Li, T Chen, J Zeng
2014   A comparison of 3D shape retrieval methods based on a large-scale benchmark supporting multimodal queries  B Li, Y Lu, C Li, A Godil, T Schreck, M Aono
2014   Multimodal Biometric Gait Database: A Comparison Study  E Hossain, G Chetty
2014   Deep unsupervised network for multimodal perception, representation and classification  A Droniou, S Ivaldi, O Sigaud
2014   Multimodal Analytics and its Data Ecosystem  M Koutsombogera, H Papageorgiou