Multimodal Learning

LayoutDIT: Layout-Aware End-to-End Document Image Translation with Multi-Step Conductive Decoder EMNLP 2023 LayoutMask: Enhance Text-Layout Interaction in Multi-modal Pre-training for Document Understanding ACL 2023 Learn and Sample Together: Collaborative Generation for Graphic Design Layout IJCAI 2023 Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023 Learning Emotion Representations From Verbal and Nonverbal Communication CVPR 2023 Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023 Learning Geometric-Aware Properties in 2D Representation Using Lightweight CAD Models, or Zero Real 3D Pairs CVPR 2023 Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-Commerce CVPR 2023 Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization EMNLP 2023 Learning Multimodal Data Augmentation in Feature Space ICLR 2023 Learning Polysemantic Spoof Trace: A Multi-Modal Disentanglement Network for Face Anti-spoofing AAAI 2023 Learning Progressive Modality-Shared Transformers for Effective Visible-Infrared Person Re-identification AAAI 2023 Learning Semantic Alignment with Global Modality Reconstruction for Video-Language Pre-training towards Retrieval AAAI 2023 Learning Semantic Relationship Among Instances for Image-Text Matching CVPR 2023 Learning Situation Hyper-Graphs for Video Question Answering CVPR 2023 Learning To Detect and Segment for Open Vocabulary Object Detection CVPR 2023 Learning To Exploit Temporal Structure for Biomedical Vision-Language Processing CVPR 2023 Learning to Follow Object-Centric Image Editing Instructions Faithfully EMNLP 2023 Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought EMNLP 2023 Leveraging Contrastive Learning and Knowledge Distillation for Incomplete Modality Rumor Detection EMNLP 2023 Leveraging Label Information for Multimodal Emotion Recognition Interspeech 2023 Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning EMNLP 2023 Leveraging Vision-Centric Multi-Modal Expertise for 3D Object Detection NeurIPS 2023 Linguistically Motivated Sign Language Segmentation EMNLP 2023 Linking People across Text and Images Based on Social Relation Reasoning AAAI 2023