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Multi-Modal Learning

3,301 papers

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Papers

Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts INTERSPEECH 2019
Predicting Humor by Learning from Time-Aligned Comments INTERSPEECH 2019
Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention INTERSPEECH 2019
Self-Supervised Generation of Spatial Audio for 360° Video NIPS 2018
Multimodal Generative Models for Scalable Weakly-Supervised Learning NIPS 2018
Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NIPS 2018
Chain of Reasoning for Visual Question Answering NIPS 2018
Bilinear Attention Networks NIPS 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation NIPS 2018
Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018
DNN Multimodal Fusion Techniques for Predicting Video Sentiment ACL 2018
Stock Movement Prediction from Tweets and Historical Prices ACL 2018
Visual Attention Model for Name Tagging in Multimodal Social Media ACL 2018
Multimodal Named Entity Disambiguation for Noisy Social Media Posts ACL 2018
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph ACL 2018
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors ACL 2018
Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018
Learning Translations via Images with a Massively Multilingual Image Dataset ACL 2018
Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018
Do Neural Network Cross-Modal Mappings Really Bridge Modalities? ACL 2018
Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ACL 2018
Connecting Language and Vision to Actions ACL 2018
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018
Learning Distributional Token Representations from Visual Features ACL 2018