From e888c3caa1d3b047d55e5057ae869545e6f8fcd5 Mon Sep 17 00:00:00 2001 From: Vishwesh Date: Fri, 6 Dec 2024 10:57:55 -0600 Subject: [PATCH] paper release details added (#60) Signed-off-by: Vishwesh Nath --- README.md | 16 +++++++++++++++- m3/docs/images/VILA-M3_overview_v2.png | Bin 0 -> 117881 bytes 2 files changed, 15 insertions(+), 1 deletion(-) create mode 100644 m3/docs/images/VILA-M3_overview_v2.png diff --git a/README.md b/README.md index 3bb3da3..167bb02 100644 --- a/README.md +++ b/README.md @@ -7,6 +7,7 @@ The repository provides a collection of vision language models, benchmarks, and ## 💡 News +- [2024/12/04] The arXiv version of VILA-M3 is now available [here](https://arxiv.org/abs/2411.12915). - [2024/10/31] We released the [VILA-M3-3B](https://huggingface.co/MONAI/Llama3-VILA-M3-3B), [VILA-M3-8B](https://huggingface.co/MONAI/Llama3-VILA-M3-8B), and [VILA-M3-13B](https://huggingface.co/MONAI/Llama3-VILA-M3-13B) checkpoints on [HuggingFace](https://huggingface.co/MONAI). - [2024/10/24] We presented VILA-M3 and the VLM module in MONAI at MONAI Day ([slides](./m3/docs/materials/VILA-M3_MONAI-Day_2024.pdf), [recording](https://www.youtube.com/watch?v=ApPVTuEtBjc&list=PLtoSVSQ2XzyDOjOn6oDRfEMCD-m-Rm2BJ&index=16)) - [2024/10/24] Interactive [VILA-M3 Demo](https://vila-m3-demo.monai.ngc.nvidia.com/) is available online! @@ -17,7 +18,7 @@ The repository provides a collection of vision language models, benchmarks, and It focuses on addressing the unique challenges faced by general-purpose vision-language models when applied to the medical domain and integrated with existing expert segmentation and classification models.

- +

For details, see [here](m3/README.md). @@ -134,3 +135,16 @@ To auto-format the code, run the following command: ```bash isort . && black . && ruff format . ``` + +## References & Citation + +If you find this work useful in your research, please consider citing: + +```bibtex +@article{nath2024vila, + title={VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge}, + author={Nath, Vishwesh and Li, Wenqi and Yang, Dong and Myronenko, Andriy and Zheng, Mingxin and Lu, Yao and Liu, Zhijian and Yin, Hongxu and Law, Yee Man and Tang, Yucheng and others}, + journal={arXiv preprint arXiv:2411.12915}, + year={2024} +} +``` diff --git a/m3/docs/images/VILA-M3_overview_v2.png b/m3/docs/images/VILA-M3_overview_v2.png new file mode 100644 index 0000000000000000000000000000000000000000..8d0f4e6c9d40b6bee8386717f906ae783b784cee GIT binary patch literal 117881 zcmagF1yqz>+XhNVNQz2>q#)8=5>nEjbSvFRj^rRI4Bg$`jWmd~bPpxnAsxeT9`OCX 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