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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

Learning Relation Alignment for Calibrated Cross-modal Retrieval ACL 2021
“So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy EMNLP 2021
Multimodal Few-Shot Learning with Frozen Language Models NIPS 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training NIPS 2021
TAP: Text-Aware Pre-Training for Text-VQA and Text-Caption CVPR 2021
Robust Audio-Visual Instance Discrimination CVPR 2021
Learning Cross-Modal Retrieval With Noisy Labels CVPR 2021
Multimodal Phased Transformer for Sentiment Analysis EMNLP 2021
Investigating Negation in Pre-trained Vision-and-language Models EMNLP 2021
Multimodal Contrastive Training for Visual Representation Learning CVPR 2021
Bridge To Answer: Structure-Aware Graph Interaction Network for Video Question Answering CVPR 2021
MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering EMNLP 2021
Visually Informed Binaural Audio Generation without Binaural Audios CVPR 2021
Temporal Cue Guided Video Highlight Detection With Low-Rank Audio-Visual Fusion ICCV 2021
¡Qué maravilla! Multimodal Sarcasm Detection in Spanish: a Dataset and a Baseline NAACL 2021
Multilingual Speech Translation with Unified Transformer: Huawei Noah’s Ark Lab at IWSLT 2021 ACL 2021
Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences CVPR 2021
SeqDialN: Sequential Visual Dialog Network in Joint Visual-Linguistic Representation Space ACL 2021
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes ACL 2021
NLyticsFKIE at SemEval-2021 Task 6: Detection of Persuasion Techniques In Texts And Images ACL 2021
1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models ACL 2021
AIMH at SemEval-2021 Task 6: Multimodal Classification Using an Ensemble of Transformer Models ACL 2021
Alpha at SemEval-2021 Task 6: Transformer Based Propaganda Classification ACL 2021
Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering ACL 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021