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multimodal learning

4645 papers

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large language model (13587) vision-language model (2348) visual question answering (1017) video understanding (1658) multi-modal learning (1278) contrastive learning (4032) representation learning (6206) transfer learning (5449) zero-shot learning (3650) vision language model (767)

Papers

Learning Audio-Visual Dynamics Using Scene Graphs for Audio Source Separation NIPS 2022
Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction NAACL 2022
QiNiAn at SemEval-2022 Task 5: Multi-Modal Misogyny Detection and Classification SEMEVAL 2022
ActionSense: A Multimodal Dataset and Recording Framework for Human Activities Using Wearable Sensors in a Kitchen Environment NIPS 2022
MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations COLING 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering NIPS 2022
COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations COLING 2022
LOViS: Learning Orientation and Visual Signals for Vision and Language Navigation COLING 2022
TVLT: Textless Vision-Language Transformer NIPS 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings NIPS 2022
Long-Form Video-Language Pre-Training with Multimodal Temporal Contrastive Learning NIPS 2022
COFAR: Commonsense and Factual Reasoning in Image Search AACL 2022
MMM: An Emotion and Novelty-aware Approach for Multilingual Multimodal Misinformation Detection AACL 2022
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022
Text-Driven Separation of Arbitrary Sounds INTERSPEECH 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models NIPS 2022
Towards Video Text Visual Question Answering: Benchmark and Baseline NIPS 2022
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes NAACL 2022
I2C at SemEval-2022 Task 5: Identification of misogyny in internet memes NAACL 2022
DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SEMEVAL 2022
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