DPM-Det: Diffusion Model Object Detection Based on DPM-Solver++ Guided Sampling

Author:

Zhang Jingzhi,Li Xudong,Sun Linghui,Bai Chengjie

Publisher

Springer Nature Switzerland

Reference33 articles.

1. Ho, J., Jain, A., Abbeel, P.: Denoising diffusion probabilistic models. Adv. Neural. Inf. Process. Syst. 33, 6840–6851 (2020)

2. Song, J., Meng, C., Ermon, S.: Denoising diffusion implicit models. arXiv preprint arXiv:2010.02502 (2020)

3. Chen, S., Sun, P., Song, Y., Luo, P.: DiffusionDet: diffusion model for object detection. arXiv preprint arXiv:2211.09788 (2022)

4. Lu, C., Zhou, Y., Bao, F., Chen, J., Li, C., Zhu, J.: DPM-Solver++: fast solver for guided sampling of diffusion probabilistic models. arXiv preprint arXiv:2211.01095 (2022)

5. Sermanet, P., Eigen, D., Zhang, X., Mathieu, M., Fergus, R., LeCun, Y.: OverFeat: integrated recognition, localization and detection using convolutional networks. arXiv preprint arXiv:1312.6229 (2013)

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