Multimodal Learning

StuD: A Multimodal Approach for Stuttering Detection with RAG and Fusion Strategies IJCNLP 2025 SUTrack: Towards Simple and Unified Single Object Tracking AAAI 2025 Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images ACL 2025 SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025 Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection ACL 2025 Synthetic Data is an Elegant GIFT for Continual Vision-Language Models CVPR 2025 Synthetic Visual Genome CVPR 2025 Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data ACL 2025 TAViS: Text-bridged Audio-Visual Segmentation with Foundation Models ICCV 2025 TC-Diffuser: Bi-Condition Multi-Modal Diffusion for Tropical Cyclone Forecasting AAAI 2025 TerraMind: Large-Scale Generative Multimodality for Earth Observation ICCV 2025 Text2Data: Low-Resource Data Generation with Textual Control AAAI 2025 Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection AAAI 2025 Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection EMNLP 2025 TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025 THCM-CAL: Temporal-Hierarchical Causal Modelling with Conformal Calibration for Clinical Risk Prediction EMNLP 2025 The American Sign Language Knowledge Graph: Infusing ASL Models with Linguistic Knowledge NAACL 2025 Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025 TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents AAAI 2025 To Ask or Not to Ask? Detecting Absence of Information in Vision and Language Navigation WACV 2025 Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era IJCAI 2025 Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action EMNLP 2025 Towards Reliable Large Audio Language Model ACL 2025 Training-Free Text-Guided Image Editing with Visual Autoregressive Model ICCV 2025 TrenTeam at Multilingual Counterspeech Generation: Multilingual Passage Re-Ranking Approaches for Knowledge-Driven Counterspeech Generation Against Hate COLING 2025