Artificial Intelligence

MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 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 MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction EACL 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 MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization ACL 2026 MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026 MAFM3: Modular Adaptation of Foundation Models for Multi-Modal Medical AI WACV 2026 MageBench: Bridging Large Multimodal Models to Agents WACV 2026 MagicBench: Diagnosing Visual Agency Loss and Semantic Dependency in Multimodal LLMs ACL 2026 MAGIC: Deep Geometric Evolution with Structural Consensus for Temporal Knowledge Graph Reasoning ACL 2026 MAGICIAN: Efficient Long-Term Planning with Imagined Gaussians for Active Mapping CVPR 2026 MAGIC: Multi-Agent Argumentation and Grammar Integrated Critiquer AAAI 2026 MagicQuill V2: Precise and Interactive Image Editing with Layered Visual Cues CVPR 2026 MAGIC VFM-Meta-Learning Adaptation for Ground Interaction Control with Visual Foundation Models (Abstract Reprint) AAAI 2026 MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents ACL 2026 MAGNET: Towards Adaptive GUI Agents with Memory-Driven Knowledge Evolution ACL 2026 Magnol.AI Copilot: Multimodal LLMs for Conversational Insight Generation AAAI 2026 MAJIC: Markovian Adaptive Jailbreaking via Iterative Composition of Diverse Innovative Strategies AAAI 2026 MajutsuCity: Language-driven Aesthetic-adaptive City Generation with Controllable 3D Assets and Layouts CVPR 2026 MakeAnything: Harnessing Diffusion Transformers for Multi-Domain Procedural Sequence Generation CVPR 2026 Make it SING: Analyzing Semantic Invariants in Classifiers CVPR 2026 Make LLMs See Like Investigators, Not Just Think More: The Role of Structured Analysis in Investigative Reasoning ACL 2026 Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning AAAI 2026