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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

TVQA: Localized, Compositional Video Question Answering EMNLP 2018
Multimodal Language Analysis with Recurrent Multistage Fusion EMNLP 2018
Deep Sparse Coding for Invariant Multimodal Halle Berry Neurons CVPR 2018
Visual to Sound: Generating Natural Sound for Videos in the Wild CVPR 2018
Multimodal Visual Concept Learning With Weakly Supervised Techniques CVPR 2018
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR 2018
Learning Semantic Concepts and Order for Image and Sentence Matching CVPR 2018
Differential Attention for Visual Question Answering CVPR 2018
IVQA: Inverse Visual Question Answering CVPR 2018
Deep Cross-Media Knowledge Transfer CVPR 2018
A Dataset for Telling the Stories of Social Media Videos EMNLP 2018
Deep Multimodal Representation Learning From Temporal Data CVPR 2017
Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts NIPS 2017
An empirical study on the effectiveness of images in Multimodal Neural Machine Translation EMNLP 2017
Modeling Perceivers Neural-Responses Using Lobe-Dependent Convolutional Neural Network to Improve Speech Emotion Recognition INTERSPEECH 2017
Cross-modal Common Representation Learning by Hybrid Transfer Network IJCAI 2017
The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives CVPR 2017
Tensor Fusion Network for Multimodal Sentiment Analysis EMNLP 2017
Joint Sequence Learning and Cross-Modality Convolution for 3D Biomedical Segmentation CVPR 2017
Enhancing Video Summarization via Vision-Language Embedding CVPR 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network CVPR 2017
An Attention-based Regression Model for Grounding Textual Phrases in Images IJCAI 2017
Generating Descriptions With Grounded and Co-Referenced People CVPR 2017
Guided Open Vocabulary Image Captioning with Constrained Beam Search EMNLP 2017
Incorporating Global Visual Features into Attention-based Neural Machine Translation. EMNLP 2017