multimodal large language model

Parse, Search, and Confirmation: Training-Free Aerial Vision-and-Dialog Navigation with Chain-of-Thought Reasoning and Structured Spatial Memory CVPR 2026 PASs-MoE: Mitigating Misaligned Co-drift among Router and Experts via Pathway Activation Subspaces for Continual Learning ACL 2026 Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection ACL 2026 PersonaVLM: Long-Term Personalized Multimodal LLMs CVPR 2026 Physically Ground Commonsense Knowledge for Articulated Object Manipulation with Analytic Concepts CVPR 2026 PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems AAAI 2026 PinPoint: Evaluation of Composed Image Retrieval with Explicit Negatives, Multi-Image Queries, and Paraphrase Testing CVPR 2026 Pixel2Phys: Distilling Governing Laws from Visual Dynamics CVPR 2026 Pixels Don't Lie (But Your Detector Might): Bootstrapping MLLM-as-a-Judge for Trustworthy Deepfake Detection and Reasoning Supervision CVPR 2026 Point Cloud as a Foreign Language for Multi-modal Large Language Model CVPR 2026 Pointing at Parts: Training-Free Few-Shot Grounding in Multimodal LLMs CVPR 2026 POINTS-Long: Adaptive Dual-Mode Visual Reasoning in MLLMs CVPR 2026 PointThinker: Point-Incentivized Parallel Thinking for Multimodal Large Language Model CVPR 2026 PosterIQ: A Design Perspective Benchmark for Poster Understanding and Generation CVPR 2026 Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models CVPR 2026 Presentation Slide Translation and Layout Error Correction by LLMs ACL 2026 ProactiveMobile: A Comprehensive Benchmark for Boosting Proactive Intelligence On Mobile Devices CVPR 2026 Probabilistic Concept Graph Reasoning for Multimodal Misinformation Detection CVPR 2026 Probing Audio-Visual Reasoning in Multimodal Language Models through the Lens of Audio ACL 2026 Probing Semantic Insensitivity for Inference-Time Backdoor Defense in Multimodal Large Language Model AAAI 2026 PromptLoop: Plug-and-Play Prompt Refinement via Latent Feedback for Diffusion Model Alignment CVPR 2026 Protecting multimodal large language models against misleading visualizations ACL 2026 PSDesigner: Automated Graphic Design with a Human-Like Creative Workflow CVPR 2026 PurMM: Attention-Guided Test-Time Backdoor Purification in Multimodal Large Language Models AAAI 2026 Q Cache: Visual Attention Is Valuable in Less than Half of Decode Layers for Multimodal Large Language Model AAAI 2026