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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

What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability EMNLP 2021
Integrating Visuospatial, Linguistic, and Commonsense Structure into Story Visualization EMNLP 2021
DORi: Discovering Object Relationships for Moment Localization of a Natural Language Query in a Video WACV 2021
Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021
Journalistic Guidelines Aware News Image Captioning EMNLP 2021
Look Before You Speak: Visually Contextualized Utterances CVPR 2021
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021
Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation CVPR 2021
FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation CVPR 2021
HOTR: End-to-End Human-Object Interaction Detection With Transformers CVPR 2021
Connecting What To Say With Where To Look by Modeling Human Attention Traces CVPR 2021
Can Audio-Visual Integration Strengthen Robustness Under Multimodal Attacks? CVPR 2021
VinVL: Revisiting Visual Representations in Vision-Language Models CVPR 2021
Learning the Best Pooling Strategy for Visual Semantic Embedding CVPR 2021
Beyond Image to Depth: Improving Depth Prediction Using Echoes CVPR 2021
Rethinking Label-Wise Cross-Modal Retrieval from A Semantic Sharing Perspective IJCAI 2021
StacMR: Scene-Text Aware Cross-Modal Retrieval WACV 2021
Multimodal Humor Dataset: Predicting Laughter Tracks for Sitcoms WACV 2021
Compositional Learning of Image-Text Query for Image Retrieval WACV 2021
Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning AAAI 2021
Enhanced Audio Tagging via Multi- to Single-Modal Teacher-Student Mutual Learning AAAI 2021
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021
Similarity Reasoning and Filtration for Image-Text Matching AAAI 2021
Move2Hear: Active Audio-Visual Source Separation ICCV 2021
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021