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

MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems NAACL 2025
Are Multimodal LLMs Robust Against Adversarial Perturbations? RoMMath: A Systematic Evaluation on Multimodal Math Reasoning NAACL 2025
MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025
WHEN TOM EATS KIMCHI: Evaluating Cultural Awareness of Multimodal Large Language Models in Cultural Mixture Contexts NAACL 2025
Voice Interaction With Conversational AI Could Facilitate Thoughtful Reflection and Substantive Revision in Writing NAACL 2025
RONA: Pragmatically Diverse Image Captioning with Coherence Relations NAACL 2025
IterMeme: Expert-Guided Multimodal LLM for Interactive Meme Creation with Layout-Aware Generation IJCAI 2025
Leveraging MLLM Embeddings and Attribute Smoothing for Compositional Zero-Shot Learning IJCAI 2025
Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025
Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models IJCAI 2025
TP-Eval: Tap Multimodal LLMs' Potential in Evaluation by Customizing Prompts IJCAI 2025
M4Bench: A Benchmark of Multi-domain Multi-granularity Multi-image Understanding for Multi-modal Large Language Models IJCAI 2025
Words Over Pixels? Rethinking Vision in Multimodal Large Language Models IJCAI 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025
Multimodal Knowledge Retrieval-Augmented Iterative Alignment for Satellite Commonsense Conversation IJCAI 2025
Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving ICCV 2025
MM-IFEngine: Towards Multimodal Instruction Following ICCV 2025
VisionMath: Vision-Form Mathematical Problem-Solving ICCV 2025
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025
How Do Multimodal Large Language Models Handle Complex Multimodal Reasoning? Placing Them in An Extensible Escape Game ICCV 2025
Corvid: Improving Multimodal Large Language Models Towards Chain-of-Thought Reasoning ICCV 2025
CompCap: Improving Multimodal Large Language Models with Composite Captions ICCV 2025
STI-Bench: Are MLLMs Ready for Precise Spatial-Temporal World Understanding? ICCV 2025
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency ICCV 2025