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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

RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER AAAI 2021
Open Domain Dialogue Generation with Latent Images AAAI 2021
M3: MultiModal Masking Applied to Sentiment Analysis INTERSPEECH 2021
Transfer Learning of Engagement Recognition within Robot-Assisted Therapy for Children with Autism AAAI 2021
Racist or Sexist Meme? Classifying Memes beyond Hateful ACL 2021
MMGCN: Multimodal Fusion via Deep Graph Convolution Network for Emotion Recognition in Conversation ACL 2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss IJCAI 2021
Control Image Captioning Spatially and Temporally ACL 2021
Modular Multi-Modal Attention Network for Alzheimer’s Disease Detection Using Patient Audio and Language Data INTERSPEECH 2021
A Computational Approach to Sign Language Understanding AAAI 2021
An Empirical Investigation of Bias in the Multimodal Analysis of Financial Earnings Calls NAACL 2021
Learning from Multimedia Data with Incomplete Information IJCAI 2021
UIBert: Learning Generic Multimodal Representations for UI Understanding IJCAI 2021
KFU NLP Team at SMM4H 2021 Tasks: Cross-lingual and Cross-modal BERT-based Models for Adverse Drug Effects NAACL 2021
Data-Efficient Language Shaped Few-shot Image Classification EMNLP 2021
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation ICML 2021
Image Retrieval for Arguments Using Stance-Aware Query Expansion EMNLP 2021
Edited Media Understanding Frames: Reasoning About the Intent and Implications of Visual Misinformation ACL 2021
Self-Supervised Multimodal Opinion Summarization ACL 2021
Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset ACL 2021
Multi-modal Dependency Tree for Video Captioning NIPS 2021
LIIR at SemEval-2021 task 6: Detection of Persuasion Techniques In Texts and Images using CLIP features ACL 2021
Learning to Ground Visual Objects for Visual Dialog EMNLP 2021
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis NIPS 2021
Linguistic Structures As Weak Supervision for Visual Scene Graph Generation CVPR 2021