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- W4327872899 abstract "We present LARNet, a novel end-to-end approach for generating human action videos. A joint generative modeling of appearance and dynamics to synthesize a video is very challenging and therefore recent works in video synthesis have proposed to decompose these two factors. However, these methods require a driving video to model the video dynamics. In this work, we propose a generative approach instead, which explicitly learns action dynamics in latent space avoiding the need of a driving video during inference. The generated action dynamics is integrated with the appearance using a recurrent hierarchical structure which induces motion at different scales to focus on both coarse as well as fine level action details. In addition, we propose a novel mix-adversarial loss function which aims at improving the temporal coherency of synthesized videos. We evaluate the proposed approach on four real-world human action datasets demonstrating the effectiveness of the proposed approach in generating human actions. Code available at https://github.com/aayushjr/larnet." @default.
- W4327872899 created "2023-03-20" @default.
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- W4327872899 date "2021-10-21" @default.
- W4327872899 modified "2023-09-27" @default.
- W4327872899 title "LARNet: Latent Action Representation for Human Action Synthesis" @default.
- W4327872899 doi "https://doi.org/10.48550/arxiv.2110.10899" @default.
- W4327872899 hasPublicationYear "2021" @default.
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