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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

COFAR: Commonsense and Factual Reasoning in Image Search AACL 2022
MMM: An Emotion and Novelty-aware Approach for Multilingual Multimodal Misinformation Detection AACL 2022
QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification SEMEVAL 2022
Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation NIPS 2022
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment NIPS 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments NIPS 2022
Greedy modality selection via approximate submodular maximization UAI 2022
Poirot at SemEval-2022 Task 5: Leveraging Graph Network for Misogynistic Meme Detection SEMEVAL 2022
DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SEMEVAL 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
Circulant-interactive Transformer with Dimension-aware Fusion for Multimodal Sentiment Analysis ACML 2022
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning NIPS 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NIPS 2022
TVLT: Textless Vision-Language Transformer NIPS 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NIPS 2022
Towards Versatile Embodied Navigation NIPS 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model NAACL 2022
QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification NAACL 2022
Poirot at SemEval-2022 Task 5: Leveraging Graph Network for Misogynistic Meme Detection NAACL 2022
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes NAACL 2022
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes NAACL 2022
Text/Speech-Driven Full-Body Animation IJCAI 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models NIPS 2022