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

Retrieval Enhanced Feedback via In-context Neural Error-book EMNLP 2025
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models EMNLP 2025
Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports EMNLP 2025
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025
Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025
MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025
SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization CVPR 2025
Everything to the Synthetic: Diffusion-driven Test-time Adaptation via Synthetic-Domain Alignment CVPR 2025
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
Instruction-based Image Manipulation by Watching How Things Move CVPR 2025
VidComposition: Can MLLMs Analyze Compositions in Compiled Videos? CVPR 2025
ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models CVPR 2025
Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering CVPR 2025
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025
DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving CVPR 2025
HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation CVPR 2025
RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete CVPR 2025
Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025
MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025