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

Information Density Principle for MLLM Benchmarks ICCV 2025
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow ICCV 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation ACL 2025
RoboTron-Sim: Improving Real-World Driving via Simulated Hard-Case ICCV 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025
Enrich and Detect: Video Temporal Grounding with Multimodal LLMs ICCV 2025
Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models ICCV 2025
BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025
ChartLens: Fine-grained Visual Attribution in Charts ACL 2025
Image Regeneration: Evaluating Text-to-Image Model via Generating Identical Image with Multimodal Large Language Models AAAI 2025
Spatial Preference Rewarding for MLLMs Spatial Understanding ICCV 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining ICCV 2025
Bringing RNNs Back to Efficient Open-Ended Video Understanding ICCV 2025
AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction ICCV 2025
Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025
LVAgent: Long Video Understanding by Multi-Round Dynamical Collaboration of MLLM Agents ICCV 2025
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025
Mitigating Object Hallucinations via Sentence-Level Early Intervention ICCV 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025