multimodal large language model

HeadHunt-VAD: Hunting Robust Anomaly-Sensitive Heads in MLLM for Tuning-Free Video Anomaly Detection AAAI 2026 HERMES: KV Cache as Hierarchical Memory for Efficient Streaming Video Understanding ACL 2026 HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026 Hi-Lo Prune: Look at What You'll Lose before Pruning with Hierarchical Token Selection CVPR 2026 History-Aware Reasoning for GUI Agents AAAI 2026 HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge ACL 2026 How to Take a Memorable Picture? Empowering Users with Actionable Feedback CVPR 2026 Hugging Visual Prompt and Segmentation Tokens: Consistency Learning for Fine-Grained Visual Understanding in MLLMs CVPR 2026 HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses Through Reasoning MLLMs AAAI 2026 HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks CVPR 2026 Hybrid Agents for Image Restoration CVPR 2026 HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference ACL 2026 IF-Bench: Benchmarking and Enhancing MLLMs for Infrared Images with Generative Visual Prompting CVPR 2026 IGenBench: Benchmarking the Reliability of Text-to-Infographic Generation ACL 2026 ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models WACV 2026 Improving CAPTCHA Robustness via Controlled Image Corruptions (Student Abstract) AAAI 2026 Incentivizing Versatile Video Reasoning in MLLMs via Data-Efficient Reinforcement Learning CVPR 2026 InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026 InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization AAAI 2026 InstructDubber: Instruction-based Alignment for Zero-shot Movie Dubbing AAAI 2026 Interleaved Latent Visual Reasoning with Selective Perceptual Modeling ACL 2026 InterRVOS: Interaction-Aware Referring Video Object Segmentation CVPR 2026 iSHIFT: Lightweight Slow-Fast GUI Agent with Adaptive Perception CVPR 2026 Is this chart lying to me? Automating the detection of misleading visualizations ACL 2026 Jailbreaking Multimodal Large Language Models using Multi-Clip Video ACL 2026