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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning EMNLP 2022
Open-Domain Sign Language Translation Learned from Online Video EMNLP 2022
CapOnImage: Context-driven Dense-Captioning on Image EMNLP 2022
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation Alignment (Student Abstract) AAAI 2022
LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022
TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition NIPS 2022
VISTA: Boosting 3D Object Detection via Dual Cross-VIew SpaTial Attention CVPR 2022
Shifting More Attention to Visual Backbone: Query-Modulated Refinement Networks for End-to-End Visual Grounding CVPR 2022
Make It Move: Controllable Image-to-Video Generation With Text Descriptions CVPR 2022
Video-Text Representation Learning via Differentiable Weak Temporal Alignment CVPR 2022
REX: Reasoning-Aware and Grounded Explanation CVPR 2022
ManiTrans: Entity-Level Text-Guided Image Manipulation via Token-Wise Semantic Alignment and Generation CVPR 2022
Grounding Answers for Visual Questions Asked by Visually Impaired People CVPR 2022
Grounded Language-Image Pre-Training CVPR 2022
Multimodal Semi-supervised Learning for Disaster Tweet Classification COLING 2022
Visual Commonsense in Pretrained Unimodal and Multimodal Models NAACL 2022
Learnable Irrelevant Modality Dropout for Multimodal Action Recognition on Modality-Specific Annotated Videos CVPR 2022
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN NAACL 2022
A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022
Multimodal Dialogue State Tracking NAACL 2022
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems NAACL 2022
CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination NAACL 2022
Multilingual and Multimodal Topic Modelling with Pretrained Embeddings COLING 2022
Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows COLING 2022