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Intention-Aware Denoising Diffusion Model for Trajectory Prediction

Authors: Liu, C., He, S., Liu, H., Chen, J.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 26(5):5915-5930 May, 2025

DiffMIC-v2: Medical Image Classification via Improved Diffusion Network

Authors: Yang, Y., Fu, H., Aviles-Rivero, A.I., Xing, Z., Zhu, L.

Source: IEEE Transactions on Medical Imaging IEEE Trans. Med. Imaging Medical Imaging, IEEE Transactions on. 44(5):2244-2255 May, 2025

STCDM: Spatio-Temporal Contrastive Diffusion Model for Check-In Sequence Generation

Authors: Gong, L., Guo, S., Lin, Y., Liu, Y., Zheng, E., Shuang, Y., Hu, J., Wan, H.

Source: IEEE Transactions on Knowledge and Data Engineering IEEE Trans. Knowl. Data Eng. Knowledge and Data Engineering, IEEE Transactions on. 37(4):2141-2154 Apr, 2025

MonoDiffusion: Self-Supervised Monocular Depth Estimation Using Diffusion Model

Authors: Shao, S., Pei, Z., Chen, W., Sun, D., Chen, P.C.Y., Li, Z.

Source: IEEE Transactions on Circuits and Systems for Video Technology IEEE Trans. Circuits Syst. Video Technol. Circuits and Systems for Video Technology, IEEE Transactions on. 35(4):3664-3678 Apr, 2025

DiffKPD: A Robust Key Point Detection Algorithm With a Diffusion Process for Automatic Pin Welding

Authors: Dai, Z., Gu, C., Yao, H., Yi, J., Xu, F.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(6):10444-10453 Mar, 2025

DiffI2I: Efficient Diffusion Model for Image-to-Image Translation

Authors: Xia, B., Zhang, Y., Wang, S., Wang, Y., Wu, X., Tian, Y., Yang, W., Timotfe, R., Van Gool, L.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(3):1578-1593 Mar, 2025

DMESH: A Structure-Preserving Diffusion Model for 3-D Mesh Denoising

Authors: Lee, S., Heo, S.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(3):4385-4399 Mar, 2025

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Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation

Authors: Zhang, R., Meng, Q., Zhu, R., Wang, Y., Shi, W., Zhang, S., Ma, Z., Liu, T.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(6):5059-5075 Jun, 2025