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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

Extracting Possessions from Social Media: Images Complement Language IJCNLP 2019
Incorporating Visual Semantics into Sentence Representations within a Grounded Space IJCNLP 2019
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts IJCNLP 2019
Multimodal and Multi-view Models for Emotion Recognition ACL 2019
Multimodal Articulation-Based Pronunciation Error Detection with Spectrogram and Acoustic Features INTERSPEECH 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects NAACL 2019
MUREL: Multimodal Relational Reasoning for Visual Question Answering CVPR 2019
Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding CVPR 2019
Audio Visual Scene-Aware Dialog CVPR 2019
Progressive Attention Memory Network for Movie Story Question Answering CVPR 2019
Fusion Techniques for Utterance-Level Emotion Recognition Combining Speech and Transcripts INTERSPEECH 2019
Predicting Humor by Learning from Time-Aligned Comments INTERSPEECH 2019
Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition INTERSPEECH 2019
HireNet: A Hierarchical Attention Model for the Automatic Analysis of Asynchronous Video Job Interviews AAAI 2019
Learning Representations from Imperfect Time Series Data via Tensor Rank Regularization ACL 2019
Psycholinguistics Meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering ACL 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems ACL 2019
RUBi: Reducing Unimodal Biases for Visual Question Answering NIPS 2019
An Efficient Approach to Informative Feature Extraction from Multimodal Data AAAI 2019
Controllable Text-to-Image Generation NIPS 2019
Bidirectional Inference Networks:A Class of Deep Bayesian Networks for Health Profiling AAAI 2019
Dancing to Music NIPS 2019
Cooperative Multimodal Approach to Depression Detection in Twitter AAAI 2019
LiveBot: Generating Live Video Comments Based on Visual and Textual Contexts AAAI 2019
Differential Networks for Visual Question Answering AAAI 2019