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multimodal learning

4622 papers

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large language model (12755) vision-language model (2235) visual question answering (1000) video understanding (1647) multi-modal learning (1276) contrastive learning (3979) representation learning (6174) transfer learning (5442) zero-shot learning (3637) vision language model (752)

Papers

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
RecipeQA: A Challenge Dataset for Multimodal Comprehension of Cooking Recipes EMNLP 2018
Multimodal Grounding for Language Processing COLING 2018
Multimodal Named Entity Disambiguation for Noisy Social Media Posts ACL 2018
TVT: Two-View Transformer Network for Video Captioning ACML 2018
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018
Visually Guided Spatial Relation Extraction from Text NAACL 2018
Deep learning evaluation using deep linguistic processing NAACL 2018
Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018
Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition CORL 2018
Multi-modality Sensor Data Classification with Selective Attention IJCAI 2018
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos NAACL 2018
Learning to Summarize Electronic Health Records Using Cross-Modality Correspondences MLHC 2018
Audiovisual Speech Activity Detection with Advanced Long Short-Term Memory INTERSPEECH 2018
Multimodal neural pronunciation modeling for spoken languages with logographic origin EMNLP 2018
Now You Shake Me: Towards Automatic 4D Cinema CVPR 2018
A Face-to-Face Neural Conversation Model CVPR 2018
Focal Visual-Text Attention for Visual Question Answering CVPR 2018
Stacking with Auxiliary Features for Visual Question Answering NAACL 2018
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets NAACL 2018
Multimodal Explanations: Justifying Decisions and Pointing to the Evidence CVPR 2018
A Deep Reinforcement Learning Based Multimodal Coaching Model (DCM) for Slot Filling in Spoken Language Understanding(SLU) INTERSPEECH 2018
Speaker Adaptive Audio-Visual Fusion for the Open-Vocabulary Section of AVICAR INTERSPEECH 2018
Multimodal Speaker Segmentation and Diarization Using Lexical and Acoustic Cues via Sequence to Sequence Neural Networks INTERSPEECH 2018