multimodal large language model

Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown ICCV 2025 TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models ACL 2025 Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025 TAU-106K: A New Dataset for Comprehensive Understanding of Traffic Accident ICLR 2025 Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025 Text4Seg: Reimagining Image Segmentation as Text Generation ICLR 2025 Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025 TextToucher: Fine-Grained Text-to-Touch Generation AAAI 2025 The Devil is in Temporal Token: High Quality Video Reasoning Segmentation CVPR 2025 The Impact of Image Resolution on Biomedical Multimodal Large Language Models MLHC 2025 The Photographer's Eye: Teaching Multimodal Large Language Models to See, and Critique Like Photographers CVPR 2025 Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025 Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model EMNLP 2025 TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning ICLR 2025 TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding EMNLP 2025 Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025 Toward Robust Hyper-Detailed Image Captioning: A Multiagent Approach and Dual Evaluation Metrics for Factuality and Coverage ICML 2025 Towards a Multimodal Large Language Model with Pixel-Level Insight for Biomedicine AAAI 2025 Towards General Visual-Linguistic Face Forgery Detection CVPR 2025 Towards Human-like Multimodal Conversational Agent by Generating Engaging Speech Interspeech 2025 Towards Omnimodal Expressions and Reasoning in Referring Audio-Visual Segmentation ICCV 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025 Towards Text-Image Interleaved Retrieval ACL 2025 Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025 TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts IJCAI 2025