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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

How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image ACL 2022
A Selective Summary of Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence ACL 2022
When does CLIP generalize better than unimodal models? When judging human-centric concepts ACL 2022
UAEM-ITAM at SemEval-2022 Task 5: Vision-Language Approach to Recognize Misogynous Content in Memes NAACL 2022
Video Question Answering: Datasets, Algorithms and Challenges EMNLP 2022
University of Hildesheim at SemEval-2022 task 5: Combining Deep Text and Image Models for Multimedia Misogyny Detection NAACL 2022
MMVAE at SemEval-2022 Task 5: A Multi-modal Multi-task VAE on Misogynous Meme Detection NAACL 2022
MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities NAACL 2022
TeamOtter at SemEval-2022 Task 5: Detecting Misogynistic Content in Multimodal Memes NAACL 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification NAACL 2022
SRCB at SemEval-2022 Task 5: Pretraining Based Image to Text Late Sequential Fusion System for Multimodal Misogynous Meme Identification NAACL 2022
Transformers at SemEval-2022 Task 5: A Feature Extraction based Approach for Misogynous Meme Detection NAACL 2022
MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NIPS 2022
Vision-Language Pre-Training for Boosting Scene Text Detectors CVPR 2022
Audio-Visual Speech Codecs: Rethinking Audio-Visual Speech Enhancement by Re-Synthesis CVPR 2022
Joint Generation of Captions and Subtitles with Dual Decoding ACL 2022
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts NIPS 2022
(2.5+1)D Spatio-Temporal Scene Graphs for Video Question Answering AAAI 2022
Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022
Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022
MarkupLM: Pre-training of Text and Markup Language for Visually Rich Document Understanding ACL 2022
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types ACL 2022
MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022