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multimodal fusion

303 papers

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Co-occurring keywords

multimodal learning (4645) emotion recognition (661) attention mechanism (4001) contrastive learning (4032) feature fusion (555) representation learning (6206) multimodal sentiment analysis (112) video understanding (1658) sentiment analysis (2084) object detection (2762)

Papers

Multimodal Abstractive Summarization for How2 Videos ACL 2019
Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts INTERSPEECH 2019
Multi3Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery AAAI 2019
DeepCU: Integrating both Common and Unique Latent Information for Multimodal Sentiment Analysis IJCAI 2019
Divide, Conquer and Combine: Hierarchical Feature Fusion Network with Local and Global Perspectives for Multimodal Affective Computing ACL 2019
Using Clinical Notes with Time Series Data for ICU Management IJCNLP 2019
Fusion of Detected Objects in Text for Visual Question Answering EMNLP 2019
HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews AAAI 2019
Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering CVPR 2019
Detecting Depression with Word-Level Multimodal Fusion INTERSPEECH 2019
Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ACL 2018
Multimodal Polynomial Fusion for Detecting Driver Distraction INTERSPEECH 2018
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph ACL 2018
Multimodal Affective Analysis Using Hierarchical Attention Strategy with Word-Level Alignment ACL 2018
Getting the subtext without the text: Scalable multimodal sentiment classification from visual and acoustic modalities ACL 2018
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Recognizing Emotions in Video Using Multimodal DNN Feature Fusion ACL 2018
A Linguistically-Informed Fusion Approach for Multimodal Depression Detection NAACL 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR 2018
DNN Multimodal Fusion Techniques for Predicting Video Sentiment ACL 2018
Multimodal Machine Learning: Integrating Language, Vision and Speech ACL 2017
Multimodal Prediction of Affective Dimensions via Fusing Multiple Regression Techniques INTERSPEECH 2017
openXBOW -- Introducing the Passau Open-Source Crossmodal Bag-of-Words Toolkit JMLR 2017
Teaming Up: Making the Most of Diverse Representations for a Novel Personalized Speech Retrieval Application INTERSPEECH 2016
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification INTERSPEECH 2016