multimodal large language model

EagleVision: A Dual-Stage Framework with BEV-grounding-based Chain-of-Thought for Spatial Intelligence CVPR 2026 Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning AAAI 2026 EchoBat: Echo-Vision Enhancement and Echo-Layered Sampling for Video LLMs Hallucination Mitigation AAAI 2026 Echoes of Ownership: Adversarial-Guided Dual Injection for Copyright Protection in MLLMs CVPR 2026 EffectMaker: Unifying Reasoning and Generation for Customized Visual Effect Creation CVPR 2026 Efficient Frame Selection for Long Video Understanding via Reinforcement Learning CVPR 2026 Efficient LLM-Jailbreaking via Multimodal-LLM Jailbreak AAAI 2026 Efficient Multimodal Large Language Model via Dynamic KV Cache Quantization AAAI 2026 Efficient Segmentation with Multimodal Large Language Model via Token Routing AAAI 2026 Efficient Table Retrieval and Understanding with Multimodal Large Language Models EACL 2026 EgoAVU: Egocentric Audio-Visual Understanding CVPR 2026 Ego-Grounding for Personalized Question-Answering in Egocentric Videos CVPR 2026 EgoMind: Activating Spatial Cognition through Linguistic Reasoning in MLLMs CVPR 2026 EgoProx: Evaluating MLLMs on Egocentric 3D Proximity Reasoning Across a Cognitive Hierarchy CVPR 2026 EgoSound: Benchmarking Sound Understanding in Egocentric Videos CVPR 2026 Eliciting Complex Spatial Reasoning in MLLMs through Wide-Baseline Matching CVPR 2026 ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Video Understanding CVPR 2026 EM-KD: Distilling Efficient Multimodal Large Language Model with Unbalanced Vision Tokens AAAI 2026 EMO-R3: Reflective Reinforcement Learning for Emotional Reasoning in Multimodal Large Language Models CVPR 2026 EmoS: A High-Fidelity Multimodal Benchmark for Fine-grained Streaming Emotional Understanding ACL 2026 Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier AAAI 2026 Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning WACV 2026 ENC-Bench: A Benchmark for Evaluating Multimodal Large Language Models in Electronic Navigational Chart Understanding CVPR 2026 Enhancing Meme Emotion Understanding with Multi-Level Modality Enhancement and Dual-Stage Modal Fusion AAAI 2026 Enhancing Multimodal Large Language Models for Ancient Chinese Character Evolution Analysis via Glyph-Driven Fine-Tuning ACL 2026