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

Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials NIPS 2024
MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model NIPS 2024
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding NIPS 2024
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation NIPS 2024
Image Textualization: An Automatic Framework for Generating Rich and Detailed Image Descriptions NIPS 2024
Towards Unified Multimodal Editing with Enhanced Knowledge Collaboration NIPS 2024
RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models NIPS 2024
Web2Code: A Large-scale Webpage-to-Code Dataset and Evaluation Framework for Multimodal LLMs NIPS 2024
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs NIPS 2024
LOVA3: Learning to Visual Question Answering, Asking and Assessment NIPS 2024
NoiseGPT: Label Noise Detection and Rectification through Probability Curvature NIPS 2024
Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation NIPS 2024
Towards Neuron Attributions in Multi-Modal Large Language Models NIPS 2024
Boosting Text-to-Video Generative Model with MLLMs Feedback NIPS 2024
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension NIPS 2024
LLaNA: Large Language and NeRF Assistant NIPS 2024
$\textit{Bifr\"ost}$: 3D-Aware Image Compositing with Language Instructions NIPS 2024
Automated Multi-level Preference for MLLMs NIPS 2024
Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models EMNLP 2024
Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding EMNLP 2024
Visual Question Decomposition on Multimodal Large Language Models EMNLP 2024
MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems EMNLP 2024
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM EMNLP 2024
Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework EMNLP 2024
MIBench: Evaluating Multimodal Large Language Models over Multiple Images EMNLP 2024