论文标题

可重复性报告:对对比度学习社会意识的运动表示

Reproducibility Report: Contrastive Learning of Socially-aware Motion Representations

论文作者

Sen, Roopsa, Sinha, Sidharth, Maheshwari, Parv, Jha, Animesh, Chakravarty, Debashish

论文摘要

以下论文是“社会NCE:对社会意识的运动表示的对比度学习”的可重复性报告。 \ footNote {\ href {https://github.com/vita-epfl/social-nce} {https://github.com/vita-epfl/social-nce}}}}。我们试图验证作者声称的结果,并在Pytorch Lightning中重新成熟。

The following paper is a reproducibility report for "Social NCE: Contrastive Learning of Socially-aware Motion Representations" {\cite{liu2020snce}} published in ICCV 2021 as part of the ML Reproducibility Challenge 2021. The original code was made available by the author \footnote{\href{https://github.com/vita-epfl/social-nce}{https://github.com/vita-epfl/social-nce}}. We attempted to verify the results claimed by the authors and reimplemented their code in PyTorch Lightning.

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