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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

GRAVL-BERT: Graphical Visual-Linguistic Representations for Multimodal Coreference Resolution COLING 2022
Findings of the First WMT Shared Task on Sign Language Translation (WMT-SLT22) EMNLP 2022
Audio-Visual Scene Classification Based on Multi-modal Graph Fusion INTERSPEECH 2022
Unsupervised Vision-and-Language Pre-Training via Retrieval-Based Multi-Granular Alignment CVPR 2022
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022
Learning Functional Distributional Semantics with Visual Data ACL 2022
Detecting Euphemisms with Literal Descriptions and Visual Imagery EMNLP 2022
Cross-modal Transfer Between Vision and Language for Protest Detection EMNLP 2022
Lexi: Self-Supervised Learning of the UI Language EMNLP 2022
Entity-level Interaction via Heterogeneous Graph for Multimodal Named Entity Recognition EMNLP 2022
UTC: A Unified Transformer With Inter-Task Contrastive Learning for Visual Dialog CVPR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
Maintaining Reasoning Consistency in Compositional Visual Question Answering CVPR 2022
Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022
AutoAlign: Pixel-Instance Feature Aggregation for Multi-Modal 3D Object Detection IJCAI 2022
MMCoQA: Conversational Question Answering over Text, Tables, and Images ACL 2022
Scene-Text Aware Image and Text Retrieval with Dual-Encoder ACL 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022
Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022
Multimodal Sarcasm Target Identification in Tweets ACL 2022
ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022
Comprehensive Multi-Modal Interactions for Referring Image Segmentation ACL 2022
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task EMNLP 2022
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective EMNLP 2022
RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval EMNLP 2022