large multimodal model

VITAL: Vision-Encoder-centered Pre-training for LMMs in Visual Quality Assessment CVPR 2026 VKG-QA: Visual Knowledge Graph-based Question Answer for Large Multimodal Models CVPR 2026 VQAThinker: Exploring Generalizable and Explainable Video Quality Assessment via Reinforcement Learning AAAI 2026 WeDetect: Fast Open-Vocabulary Object Detection as Retrieval CVPR 2026 Zero-Shot Vision Language Reasoning via Dual-layer Scene Graph Chain of Thoughts (Student Abstract) AAAI 2026 3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025 A-Bench: Are LMMs Masters at Evaluating AI-generated Images? ICLR 2025 A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025 A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025 AdaptMerge: Inference Time Adaptive Visual and Language-Guided Token Merging for Efficient Large Multimodal Models EMNLP 2025 AGAV-Rater: Adapting Large Multimodal Model for AI-Generated Audio-Visual Quality Assessment ICML 2025 AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM CVPR 2025 All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025 Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal Models NAACL 2025 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025 Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving EMNLP 2025 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities EMNLP 2025 Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025 CASP: Compression of Large Multimodal Models Based on Attention Sparsity CVPR 2025 CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy ICCV 2025 Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025 Contrastive Visual Data Augmentation ICML 2025 CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025