Multimodal Learning

LOTUS: Evolving Multimodal Unlearning via Hyperbolic Entailment and Lorentz Transport ACL 2026 LST at MWE-2026 AdMIRe 2: Advancing Multimodal Idiomaticity Representation EACL 2026 LUMIN: A Longitudinal Multi-modal Knowledge Decomposition Network for Predicting Breast Cancer Recurrence AAAI 2026 LVM-Lite: Training Large Vision Models with Efficient Sequential Modeling WACV 2026 M^3KG-RAG: Multi-hop Multimodal Knowledge Graph-enhanced Retrieval-Augmented Generation CVPR 2026 M3Time: LLM-Enhanced Multi-Modal, Multi-Scale, and Multi-Frequency Multivariate Time Series Forecasting AAAI 2026 M3UCD: A Multi-task Multimodal Metaphor Understanding Challenge Dataset for LLMs AAAI 2026 M3-VQA: A Benchmark for Multimodal, Multi-Entity, Multi-Hop Visual Question Answering ACL 2026 M4Human: A Large-Scale Multimodal mmWave Radar Benchmark for Human Mesh Reconstruction CVPR 2026 M4U: Evaluating Multilingual Understanding and Reasoning for Large Multimodal Models WACV 2026 MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference ACL 2026 MacVQA: Adaptive Memory Allocation and Global Noise Filtering for Continual Visual Question Answering AAAI 2026 MAD: Modality-Adaptive Decoding for Mitigating Cross-Modal Hallucinations in Multimodal Large Language Models CVPR 2026 MaDS: Long-Horizon GUI Automation via Synergizing Dual-Layer Memory and Multi-Round Debate ACL 2026 MageBench: Bridging Large Multimodal Models to Agents WACV 2026 MagicBench: Diagnosing Visual Agency Loss and Semantic Dependency in Multimodal LLMs ACL 2026 Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation AAAI 2026 Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning AAAI 2026 Making Visual Dialogue More Engaging: A New Task, Method, and Metric AAAI 2026 MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding EACL 2026 ManipLVM-R1: Reinforcement Learning for Reasoning in Embodied Manipulation with Large Vision-Language Models AAAI 2026 MAPI-GNN: Multi-Activation Plane Interaction Graph Neural Network for Multimodal Medical Diagnosis AAAI 2026 MapleGrasp: Mask-guided Feature Pooling for Language-driven Efficient Robotic Grasping WACV 2026 MAPS: A Multilingual Benchmark for Agent Performance and Security EACL 2026 MapVerse: A Benchmark for Geospatial Question Answering on Diverse Real-World Maps WACV 2026