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multimodal learning

4622 papers

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Also known as

VLM VLLM MM VLA MLLMS MLM MML MULLM LMM MLLM MMT

Co-occurring keywords

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

Building Goal-Oriented Dialogue Systems with Situated Visual Context AAAI 2022
Normalized Contrastive Learning for Text-Video Retrieval EMNLP 2022
A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition EMNLP 2022
Extending Phrase Grounding with Pronouns in Visual Dialogues EMNLP 2022
LiteVL: Efficient Video-Language Learning with Enhanced Spatial-Temporal Modeling EMNLP 2022
Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture CVPR 2022
ULN: Towards Underspecified Vision-and-Language Navigation EMNLP 2022
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition ACL 2022
Flexible Visual Grounding ACL 2022
There’s a Time and Place for Reasoning Beyond the Image ACL 2022
Modeling Temporal-Modal Entity Graph for Procedural Multimodal Machine Comprehension ACL 2022
Bridging Video-Text Retrieval With Multiple Choice Questions CVPR 2022
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis EMNLP 2022
CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes ACL 2022
Declaration-based Prompt Tuning for Visual Question Answering IJCAI 2022
Video Language Co-Attention with Multimodal Fast-Learning Feature Fusion for VideoQA ACL 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022
Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation CVPR 2022
NLPOP: a Dataset for Popularity Prediction of Promoted NLP Research on Twitter ACL 2022
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification ACL 2022
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification ACL 2022
Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection ACL 2022
Guided Attention Multimodal Multitask Financial Forecasting with Inter-Company Relationships and Global and Local News ACL 2022
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ACL 2022
Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022