multimodal large language model

3D-IDE: 3D Implicit Depth Emergent CVPR 2026 4D-RGPT: Toward Region-level 4D Understanding via Perceptual Distillation CVPR 2026 A3: Towards Advertising Aesthetic Assessment CVPR 2026 AbductiveMLLM: Boosting Visual Abductive Reasoning Within MLLMs AAAI 2026 AdapAction: Adaptive Target Action Backdoor Attack against GUI Agents CVPR 2026 Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training AAAI 2026 AD-FM: Multimodal LLMs for Anomaly Detection via Multi-Stage Reasoning and Fine-Grained Reward Optimization AAAI 2026 ADSeeker: A Knowledge-Grounded Reasoning Framework for Industry Anomaly Detection and Reasoning CVPR 2026 Advancing Multimodal LLMs by Large-Scale 3D Visual Instruction Dataset Generation WACV 2026 Adversarial Style Optimization: Enhancing VLM Jailbreaks by GRPO-based Stylistic Triggers Optimization CVPR 2026 AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images ACL 2026 Affordance-R1: Reinforcement Learning for Generalizable Affordance Reasoning in Multimodal Large Language Models AAAI 2026 Agentic Video Summarization via Self-Reflecting Multimodal Understanding CVPR 2026 AirCopBench: A Benchmark for Multi-drone Collaborative Embodied Perception and Reasoning AAAI 2026 Air-Know: Arbiter-Calibrated Knowledge-Internalizing Robust Network for Composed Image Retrieval CVPR 2026 All Changes May Have Invariant Principles: Improving Ever-Shifting Harmful Meme Detection via Design Concept Reproduction ACL 2026 A More Word-like Image Tokenization for MLLMs CVPR 2026 Anomagic: Crossmodal Prompt-driven Zero-shot Anomaly Generation AAAI 2026 ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning CVPR 2026 AnyDoc: Enhancing Document Generation via Large-Scale HTML/CSS Data Synthesis and Height-Aware Reinforcement Optimization CVPR 2026 anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding AAAI 2026 APVR: Hour-Level Long Video Understanding with Adaptive Pivot Visual Information Retrieval AAAI 2026 Are We Using the Right Benchmark: An Evaluation Framework for Visual Token Compression Methods ACL 2026 ARGUS: Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following Behavior CVPR 2026 ArtHOI: Taming Foundation Models for Monocular 4D Reconstruction of Hand-Articulated-Object Interactions CVPR 2026