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Multi-Modal Learning

1,215 papers

Papers per year

5
69
371
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Papers

Mental Health Computing via Harvesting Social Media Data IJCAI 2018
Deep Neural Networks for Emotion Recognition Combining Audio and Transcripts INTERSPEECH 2018
Audio-Visual Prediction of Head-Nod and Turn-Taking Events in Dyadic Interactions INTERSPEECH 2018
Lexical and Acoustic Deep Learning Model for Personality Recognition INTERSPEECH 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction INTERSPEECH 2018
Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation INTERSPEECH 2018
All-Neural Multi-Channel Speech Enhancement INTERSPEECH 2018
Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification INTERSPEECH 2018
Attentive Interaction Model: Modeling Changes in View in Argumentation NAACL 2018
Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality NAACL 2018
Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018
Multimodal Named Entity Recognition for Short Social Media Posts NAACL 2018
Visually Guided Spatial Relation Extraction from Text NAACL 2018
360° Stance Detection NAACL 2018
Diversity driven attention model for query-based abstractive summarization ACL 2017
Unifying Text, Metadata, and User Network Representations with a Neural Network for Geolocation Prediction ACL 2017
Understanding and Predicting Empathic Behavior in Counseling Therapy ACL 2017
Combating Human Trafficking with Multimodal Deep Models ACL 2017
Learning Deep Semantic Embeddings for Cross-Modal Retrieval ACML 2017
Missing Modalities Imputation via Cascaded Residual Autoencoder CVPR 2017
Learning Cross-Modal Embeddings for Cooking Recipes and Food Images CVPR 2017
Linking Image and Text With 2-Way Nets CVPR 2017
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017
Age Group Classification with Speech and Metadata Multimodality Fusion EACL 2017
Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP 2017