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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

Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images ACL 2021
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding ACL 2021
Towards Visual Question Answering on Pathology Images ACL 2021
Video Question Answering Using Language-Guided Deep Compressed-Domain Video Feature ICCV 2021
Check It Again:Progressive Visual Question Answering via Visual Entailment ACL 2021
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification AAAI 2021
VMLoc: Variational Fusion For Learning-Based Multimodal Camera Localization AAAI 2021
CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval AAAI 2021
SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021
MultiMET: A Multimodal Dataset for Metaphor Understanding ACL 2021
Multimodal Knowledge Expansion ICCV 2021
Multimodal Item Categorization Fully Based on Transformer ACL 2021
Dual Compositional Learning in Interactive Image Retrieval AAAI 2021
Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach AAAI 2021
Audio-Visual Localization by Synthetic Acoustic Image Generation AAAI 2021
Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation AAAI 2021
How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021
WhyAct: Identifying Action Reasons in Lifestyle Vlogs EMNLP 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021
Detecting Propaganda Techniques in Memes ACL 2021
VLGrammar: Grounded Grammar Induction of Vision and Language ICCV 2021
An animated picture says at least a thousand words: Selecting Gif-based Replies in Multimodal Dialog EMNLP 2021
UniMF: A Unified Framework to Incorporate Multimodal Knowledge Bases intoEnd-to-End Task-Oriented Dialogue Systems IJCAI 2021
Learning Mutual Correlation in Multimodal Transformer for Speech Emotion Recognition INTERSPEECH 2021