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

Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models CVPR 2025
ROD-MLLM: Towards More Reliable Object Detection in Multimodal Large Language Models CVPR 2025
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models CVPR 2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025
Optimus-2: Multimodal Minecraft Agent with Goal-Observation-Action Conditioned Policy CVPR 2025
EchoTraffic: Enhancing Traffic Anomaly Understanding with Audio-Visual Insights CVPR 2025
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025
Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025
Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models AAAI 2025
IAA: Inner-Adaptor Architecture Empowers Frozen Large Language Model with Multimodal Capabilities AAAI 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025
AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction ICCV 2025
Bringing RNNs Back to Efficient Open-Ended Video Understanding ICCV 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025
Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models ICCV 2025
Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025
I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting WACV 2025