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Multimodal sentiment analysis aims to automatically infer human emotions by jointly analyzing information from multiple modalities, such as text, audio, and vis...
Abstract page for arXiv paper 2606.01856: Boosting Multimodal Federated Learning via Chained Modality Optimization
Abstract page for arXiv paper 2606.01914: Mechanistic Diagnostics of Spatial Lexical Bias in Multimodal Large Language Model Spatial Reasoning
Abstract page for arXiv paper 2606.02242: Towards Resolving Optimization Conflicts Between Image- and Text-Based Person Re-Identification
Abstract page for arXiv paper 2606.02320: TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation
Abstract page for arXiv paper 2606.01711: Improving Visual Token Reduction via Rectifying Distortions for Efficient Multimodal LLM Inference
Abstract page for arXiv paper 2605.30608: Semantic Motion Anchors: Bridging Motion and Meaning in Co-Speech Gestures
Abstract page for arXiv paper 2605.31193: Geometry-based Schrödinger Bridges for Trustworthy Multimodal Fusion
Abstract page for arXiv paper 2605.31229: Beyond Classification: Dynamic Adapter Routing for Continual Multimodal Retrieval
Abstract page for arXiv paper 2605.31266: Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation
Abstract page for arXiv paper 2605.28869: Balancing Multimodal Learning through Label Space Reshaping
Abstract page for arXiv paper 2605.29462: Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset
Abstract page for arXiv paper 2510.20743: Empathic Prompting: Non-Verbal Context Integration for Multimodal LLM Conversations
Abstract page for arXiv paper 2605.28641: Subtraction Gets You More: Gap-Aware Retrieval for Multimodal Multi-Hop QA
Abstract page for arXiv paper 2605.27431: Tackling Multimodal Learning Challenges with Mixture-of-Expert: A Survey
Abstract page for arXiv paper 2605.28192: Agentic Active Omni-Modal Perception for Multi-Hop Audio-Visual Reasoning
Abstract page for arXiv paper 2605.28603: Online Irregular Multivariate Time Series Forecasting via Uncertainty-Driven Dual-Expert Calibration
Abstract page for arXiv paper 2605.28607: Adaptive Multimodal Agents-Based Framework for Automatic Workflow Execution
Abstract page for arXiv paper 2605.28714: IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents