Multimodal Learning

EASUM: Enhancing Affective State Understanding Through Joint Sentiment and Emotion Modeling for Multimodal Tasks WACV 2024 ECHO-GL: Earnings Calls-Driven Heterogeneous Graph Learning for Stock Movement Prediction AAAI 2024 EEVR: A Dataset of Paired Physiological Signals and Textual Descriptions for Joint Emotion Representation Learning NeurIPS 2024 Efficient Modality Selection in Multimodal Learning JMLR 2024 Eliciting Better Multilingual Structured Reasoning from LLMs through Code ACL 2024 Emotional Cues Extraction and Fusion for Multi-modal Emotion Prediction and Recognition in Conversation Interspeech 2024 Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling AAAI 2024 Enhancing Cross Text-Molecule Learning by Self-Augmentation ACL 2024 Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024 Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024 Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments EMNLP 2024 Exploiting Auxiliary Caption for Video Grounding AAAI 2024 Exploiting Descriptive Completeness Prior for Cross Modal Hashing with Incomplete Labels NeurIPS 2024 Exploring hybrid approaches to readability: experiments on the complementarity between linguistic features and transformers EACL 2024 Extended Multimodal Hate Speech Event Detection During Russia-Ukraine Crisis - Shared Task at CASE 2024 EACL 2024 Extending Multi-modal Contrastive Representations NeurIPS 2024 Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NeurIPS 2024 Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs CVPR 2024 Facilitating Multimodal Classification via Dynamically Learning Modality Gap NeurIPS 2024 FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024 Federated Modality-Specific Encoders and Multimodal Anchors for Personalized Brain Tumor Segmentation AAAI 2024 FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024 Financial Forecasting from Textual and Tabular Time Series EMNLP 2024 Findings of WMT 2024’s MultiIndic22MT Shared Task for Machine Translation of 22 Indian Languages EMNLP 2024 Fine-Grained Prediction of Reading Comprehension from Eye Movements EMNLP 2024