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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

Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment AAAI 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos AAAI 2020
Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion AAAI 2020
ODIANLP’s Participation in WAT2020 AACL 2020
Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension CVPR 2020
Multimodal Inductive Transfer Learning for Detection of Alzheimer’s Dementia and its Severity INTERSPEECH 2020
Grounded PCFG Induction with Images AACL 2020
Video-Grounded Dialogues with Pretrained Generation Language Models ACL 2020
Robust Explanations for Visual Question Answering WACV 2020
Integrating Multimodal Information in Large Pretrained Transformers ACL 2020
Multi-Modal Association based Grouping for Form Structure Extraction WACV 2020
Speech-Image Semantic Alignment Does Not Depend on Any Prior Classification Tasks INTERSPEECH 2020
Multimodal Review Generation with Privacy and Fairness Awareness COLING 2020
MEISD: A Multimodal Multi-Label Emotion, Intensity and Sentiment Dialogue Dataset for Emotion Recognition and Sentiment Analysis in Conversations COLING 2020
Audio-Visual Model Distillation Using Acoustic Images WACV 2020
Fine-grained Image Classification and Retrieval by Combining Visual and Locally Pooled Textual Features WACV 2020
Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos EMNLP 2020
Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations EMNLP 2020
Counterfactual Vision and Language Learning CVPR 2020
Exploring Text Specific and Blackbox Fairness Algorithms in Multimodal Clinical NLP EMNLP 2020
Multimodal Association for Speaker Verification INTERSPEECH 2020
ISAAQ - Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention EMNLP 2020
Building a Bridge: A Method for Image-Text Sarcasm Detection Without Pretraining on Image-Text Data EMNLP 2020
They Are Not All Alike: Answering Different Spatial Questions Requires Different Grounding Strategies EMNLP 2020
Multimodal Sign Language Recognition via Temporal Deformable Convolutional Sequence Learning INTERSPEECH 2020