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

Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025
Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models ACL 2025
PosterSum: A Multimodal Benchmark for Scientific Poster Summarization IJCNLP 2025
LLaVA-SpaceSGG: Visual Instruct Tuning for Open-Vocabulary Scene Graph Generation with Enhanced Spatial Relations WACV 2025
Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025
Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation ACL 2025
SEA: Low-Resource Safety Alignment for Multimodal Large Language Models via Synthetic Embeddings ACL 2025
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models ACL 2025
Blinded by Context: Unveiling the Halo Effect of MLLM in AI Hiring ACL 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation AACL 2025
MIP-GAF: A MLLM-Annotated Benchmark for Most Important Person Localization and Group Context Understanding WACV 2025
RRHF-V: Ranking Responses to Mitigate Hallucinations in Multimodal Large Language Models with Human Feedback COLING 2025
I Dream My Painting: Connecting MLLMs and Diffusion Models via Prompt Generation for Text-Guided Multi-Mask Inpainting WACV 2025
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