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

Interactive Continual Learning: Fast and Slow Thinking CVPR 2024
LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024
GPT4Point: A Unified Framework for Point-Language Understanding and Generation CVPR 2024
V?: Guided Visual Search as a Core Mechanism in Multimodal LLMs CVPR 2024
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024
CoIN: A Benchmark of Continual Instruction Tuning for Multimodel Large Language Models NIPS 2024
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective EMNLP 2024
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR EMNLP 2024
ChartInsights: Evaluating Multimodal Large Language Models for Low-Level Chart Question Answering EMNLP 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024
PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes EMNLP 2024
Exploring the Capability of Multimodal LLMs with Yonkoma Manga: The YManga Dataset and Its Challenging Tasks EMNLP 2024
Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs EMNLP 2024
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models EMNLP 2024
Geneverse: A Collection of Open-source Multimodal Large Language Models for Genomic and Proteomic Research EMNLP 2024
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NIPS 2024
MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models NIPS 2024
ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models NIPS 2024
MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NIPS 2024
Dense Connector for MLLMs NIPS 2024
Unified Generative and Discriminative Training for Multi-modal Large Language Models NIPS 2024
MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of Music IJCAI 2024
Grounding Multimodal Large Language Models in Actions NIPS 2024
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NIPS 2024
MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models NIPS 2024