conftrace_

large multimodal model

184 papers

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Also known as

LMM

Co-occurring keywords

multimodal learning (4645) visual question answering (1017) large language model (13587) benchmark evaluation (1556) vision-language model (2348) visual reasoning (493) multimodal model (110) instruction tuning (838) zero-shot learning (3650) video understanding (1658)

Papers

Boundary Probing for Input Privacy Protection When Using LMM Services ICCV 2025
VideoGameBunny: Towards Vision Assistants for Video Games WACV 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models NAACL 2025
VFlowOpt: A Token Pruning Framework for LMMs with Visual Information Flow-Guided Optimization ICCV 2025
GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models ICCV 2025
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025
Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025
BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities EMNLP 2025
PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask ICCV 2025
Knowledge Bridger: Towards Training-Free Missing Modality Completion CVPR 2025
A Context-Aware Contrastive Learning Framework for Hateful Meme Detection and Segmentation NAACL 2025
Hidden in Plain Sight: Evaluation of the Deception Detection Capabilities of LLMs in Multimodal Settings ACL 2025
Graphic Design with Large Multimodal Model AAAI 2025
Using Game Play to Investigate Multimodal and Conversational Grounding in Large Multimodal Models COLING 2025
3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025
Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025
LLaVA-Critic: Learning to Evaluate Multimodal Models CVPR 2025
LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant CVPR 2025
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition CVPR 2025
Reasoning to Attend: Try to Understand How <SEG> Token Works CVPR 2025
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology CVPR 2025