conftrace_

multimodal large language model

966 papers

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Also known as

MLLMS M-LLM MLLM

Co-occurring keywords

multimodal learning (4645) benchmark evaluation (1556) large language model (13587) visual question answering (1017) visual reasoning (493) video understanding (1658) instruction tuning (838) vision-language model (2348) chain-of-thought reasoning (551) visual grounding (518)

Papers

Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025
HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Language Model ACL 2025
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task ACL 2025
UQ-Merge: Uncertainty Guided Multimodal Large Language Model Merging ACL 2025
Ponder & Press: Advancing Visual GUI Agent towards General Computer Control ACL 2025
ISR: Self-Refining Referring Expressions for Entity Grounding ACL 2025
Progressive Multimodal Reasoning via Active Retrieval ACL 2025
GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025
HAIC: Improving Human Action Understanding and Generation with Better Captions for Multi-modal Large Language Models ACL 2025
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations ACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection ACL 2025
Progressive LoRA for Multimodal Continual Instruction Tuning ACL 2025
MANBench: Is Your Multimodal Model Smarter than Human? ACL 2025
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus ACL 2025
Vision-aided Unsupervised Constituency Parsing with Multi-MLLM Debating ACL 2025
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models ACL 2025
RealHiTBench: A Comprehensive Realistic Hierarchical Table Benchmark for Evaluating LLM-Based Table Analysis ACL 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering ACL 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
EventGPT: Event Stream Understanding with Multimodal Large Language Models CVPR 2025
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025
Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025
Modeling Thousands of Human Annotators for Generalizable Text-to-Image Person Re-identification CVPR 2025
Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025
Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models EMNLP 2025