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

A Culturally-diverse Multilingual Multimodal Video Benchmark & Model EMNLP 2025
QG-CoC: Question-Guided Chain-of-Captions for Large Multimodal Models EMNLP 2025
VisRL: Intention-Driven Visual Perception via Reinforced Reasoning ICCV 2025
TurtleBench: A Visual Programming Benchmark in Turtle Geometry NAACL 2025
Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions AACL 2025
LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D Capabilities ICCV 2025
Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs COLING 2025
CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models ACL 2024
LIVE: Learnable In-Context Vector for Visual Question Answering NIPS 2024
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation NIPS 2024
DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NIPS 2024
A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NIPS 2024
Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare NIPS 2024
Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ACL 2024
PixelLM: Pixel Reasoning with Large Multimodal Model CVPR 2024
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024
OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024
MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding CVPR 2024
Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NIPS 2024
Recent Advances in Online Hate Speech Moderation: Multimodality and the Role of Large Models EMNLP 2024
OmniDialog: A Multimodal Benchmark for Generalization Across Text, Visual, and Audio Modalities EMNLP 2024
Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024
Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NIPS 2024