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

GRAB: A Challenging GRaph Analysis Benchmark for Large Multimodal Models ICCV 2025
Federated Continual Instruction Tuning ICCV 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models ICCV 2025
PromptDresser: Improving the Quality and Controllability of Virtual Try-On via Generative Textual Prompt and Prompt-aware Mask ICCV 2025
A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025
LMM-Det: Make Large Multimodal Models Excel in Object Detection ICCV 2025
HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model ICCV 2025
MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025
Where am I? Cross-View Geo-localization with Natural Language Descriptions ICCV 2025
On Large Multimodal Models as Open-World Image Classifiers ICCV 2025
MemeQA: Holistic Evaluation for Meme Understanding ACL 2025
Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025
Humor in Pixels: Benchmarking Large Multimodal Models Understanding of Online Comics EMNLP 2025
Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025
AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM CVPR 2025
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models NAACL 2025
Investigating and Enhancing the Robustness of Large Multimodal Models Against Temporal Inconsistency ACL 2025
All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages CVPR 2025
SpatialLLM: A Compound 3D-Informed Design towards Spatially-Intelligent Large Multimodal Models CVPR 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features ICCV 2025
LMM4LMM: Benchmarking and Evaluating Large-multimodal Image Generation with LMMs ICCV 2025
Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025