large multimodal model

GLaMM: Pixel Grounding Large Multimodal Model CVPR 2024 GlitchBench: Can Large Multimodal Models Detect Video Game Glitches? CVPR 2024 Improved Baselines with Visual Instruction Tuning CVPR 2024 LEGENT: Open Platform for Embodied Agents ACL 2024 Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective ACL 2024 LIVE: Learnable In-Context Vector for Visual Question Answering NeurIPS 2024 LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding Reasoning and Planning CVPR 2024 Lumen: Unleashing Versatile Vision-Centric Capabilities of Large Multimodal Models NeurIPS 2024 M5 – A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks EMNLP 2024 MA-LMM: Memory-Augmented Large Multimodal Model for Long-Term Video Understanding CVPR 2024 Measuring Multimodal Mathematical Reasoning with MATH-Vision Dataset NeurIPS 2024 MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens NeurIPS 2024 Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning ICLR 2024 MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning NAACL 2024 MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification EMNLP 2024 Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal Models CVPR 2024 MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models IJCAI 2024 Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model EMNLP 2024 Multimodal Task Vectors Enable Many-Shot Multimodal In-Context Learning NeurIPS 2024 MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills EMNLP 2024 Navigating Hallucinations for Reasoning of Unintentional Activities EMNLP 2024 OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024 OmniDialog: A Multimodal Benchmark for Generalization Across Text, Visual, and Audio Modalities EMNLP 2024 Omni-SMoLA: Boosting Generalist Multimodal Models with Soft Mixture of Low-rank Experts CVPR 2024 On the Robustness of Large Multimodal Models Against Image Adversarial Attacks CVPR 2024