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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

Spoken Moments: Learning Joint Audio-Visual Representations From Video Descriptions CVPR 2021
SelfDoc: Self-Supervised Document Representation Learning CVPR 2021
There Is More Than Meets the Eye: Self-Supervised Multi-Object Detection and Tracking With Sound by Distilling Multimodal Knowledge CVPR 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias CVPR 2021
Less Is More: ClipBERT for Video-and-Language Learning via Sparse Sampling CVPR 2021
Repetitive Activity Counting by Sight and Sound CVPR 2021
Intentonomy: A Dataset and Study Towards Human Intent Understanding CVPR 2021
ArtEmis: Affective Language for Visual Art CVPR 2021
Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation CVPR 2021
Caption Enriched Samples for Improving Hateful Memes Detection EMNLP 2021
Multimodal or Text? Retrieval or BERT? Benchmarking Classifiers for the Shared Task on Hateful Memes ACL 2021
Does language help generalization in vision models? EMNLP 2021
Finnish Dialect Identification: The Effect of Audio and Text EMNLP 2021
Automated Generation of Accurate & Fluent Medical X-ray Reports EMNLP 2021
Multi-stage Pre-training over Simplified Multimodal Pre-training Models ACL 2021
Diversity and Consistency: Exploring Visual Question-Answer Pair Generation EMNLP 2021
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP 2021
Look at What I’m Doing: Self-Supervised Spatial Grounding of Narrations in Instructional Videos NIPS 2021
A Large-Scale Chinese Multimodal NER Dataset with Speech Clues ACL 2021
LT3 at SemEval-2021 Task 6: Using Multi-Modal Compact Bilinear Pooling to Combine Visual and Textual Understanding in Memes ACL 2021
NewsCLIPpings: Automatic Generation of Out-of-Context Multimodal Media EMNLP 2021
Learning grounded word meaning representations on similarity graphs EMNLP 2021
Recognizing Multimodal Entailment ACL 2021
Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data ACL 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021