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Awesome-Multimodal-Large-Language-Models BradyFU

923

14.4k

unknown

272

:sparkles::sparkles:Latest Advances on Multimodal Large Language Models

multi-modality chain-of-thought instruction-tuning in-context-learning instruction-following large-language-models visual-instruction-tuning large-vision-language-model multimodal-chain-of-thought large-vision-language-models multimodal-instruction-tuning multimodal-in-context-learning multimodal-large-language-models

Created 2023-05-19

825 commits to main branch, last one a day ago

Video-LLaVA PKU-YuanGroup

231

3.2k

apache-2.0

30

【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection

multi-modal instruction-tuning large-vision-language-model

Created 2023-10-23

154 commits to main branch, last one 3 months ago

InternLM-XComposer InternLM

170

2.8k

apache-2.0

43

InternLM-XComposer2.5-OmniLive: A Comprehensive Multimodal System for Long-term Streaming Video and Audio Interactions

gpt llm mllm gpt-4 chatgpt foundation multimodal language-model multi-modality instruction-tuning vision-transformer large-language-model supervised-finetuning vision-language-model visual-language-learning large-vision-language-model

Created 2023-09-26

416 commits to main branch, last one about a month ago

MoE-LLaVA PKU-YuanGroup

134

2.1k

apache-2.0

23

Mixture-of-Experts for Large Vision-Language Models

moe multi-modal mixture-of-experts large-vision-language-model

Created 2023-12-14

228 commits to main branch, last one 3 months ago

hawk jqtangust

1

189

unknown

4

🔥 🔥 🔥 [NeurIPS 2024] Hawk: Learning to Understand Open-World Video Anomalies

video anomaly anomaly-detection video-understanding video-anomaly-detection large-vision-language-model

Created 2024-05-23

18 commits to main branch, last one 24 days ago

MMStar MMStar-Benchmark

5

168

unknown

1

[NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"

llm llms lvlm lvlms evaluation multimodal multimodality multimodal-learning large-language-models large-multimodal-models visual-question-answering large-vision-language-model large-vision-language-models

Created 2024-03-29

19 commits to main branch, last one 5 months ago

Awesome-MCoT yaotingwangofficial

3

137

unknown

5

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

cot survey openai-o1 reasoning multimodal deepseek-r1 mllm-reasoning chain-of-thought instruction-tuning large-vision-language-model multimodal-chain-of-thought multimodal-large-language-models

Created 2025-02-15

49 commits to main branch, last one 21 hours ago

apiprompting yu-rp

6

78

mit

1

[ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models

prompting visual-prompting vision-language-model vision-language-models large-multimodal-models large-vision-language-model large-vision-language-models

Created 2024-09-04

14 commits to master branch, last one 5 months ago

CARES richard-peng-xia

5

66

cc-by-4.0

4

[NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models

trustworthy-ai vision-language-model large-vision-language-model medical-multimodal-learning

Created 2024-06-06

16 commits to main branch, last one 3 months ago

VL-Uncertainty Ruiyang-061X

2

28

unknown

2

🔎Official code for our paper: "VL-Uncertainty: Detecting Hallucination in Large Vision-Language Model via Uncertainty Estimation".

multi-modal uncertainty hallucination vision-language uncertainty-analysis vision-language-model uncertainty-estimation hallucination-detection hallucination-evaluation uncertainty-quantification large-vision-language-model multi-modal-large-language-model

Created 2024-11-07

8 commits to main branch, last one 3 days ago

Awesome-Large-Vision-Language-Model SuperBruceJia

3

27

mit

1

Awesome Large Vision-Language Model: A Curated List of Large Vision-Language Model

deep-learning computer-vision machine-learning foundation-models vision-and-language large-language-models artificial-intelligence large-vision-language-model natural-language-processing large-vision-language-models artificial-general-intelligence general-artificial-intelligence multimodal-large-language-models

Created 2024-08-10

102 commits to main branch, last one 5 months ago