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DiffAct++: Diffusion Action Segmentation
Understanding long-form videos requires precise temporal action segmentation. While
existing studies typically employ multi-stage models that follow an iterative refinement …
existing studies typically employ multi-stage models that follow an iterative refinement …
Resfusion: Prior Residual Noise embedded Denoising Diffusion Probabilistic Models
Recently, Denoising Diffusion Probabilistic Models have been widely used in image
segmentation, by generating segmentation masks conditioned on the input image. However …
segmentation, by generating segmentation masks conditioned on the input image. However …
Multi-feature and Multi-branch Action Segmentation Framework for Modeling Long-Short-Term Dependencies
J Hong, Y Long, Y Luo, Q Qi… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Pioneer efforts have been dedicated to action segmentation that predicts what step is
occurring in a video frame. Existing studies focus on improving the accuracy of video …
occurring in a video frame. Existing studies focus on improving the accuracy of video …
ResEnsemble-DDPM: Residual Denoising Diffusion Probabilistic Models for Ensemble Learning
S Zhenning, D Changsheng, X Xueshuo, P Bin… - arxiv preprint arxiv …, 2023 - arxiv.org
Nowadays, denoising diffusion probabilistic models have been adapted for many image
segmentation tasks. However, existing end-to-end models have already demonstrated …
segmentation tasks. However, existing end-to-end models have already demonstrated …