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Temporal-Action-Alignment-USFGW

The official github for ACM MM 2022 paper "Weakly-Supervised Temporal Action Alignment Driven by Unbalanced Spectral Fused Gromov-Wasserstein Distance"

Dataset

Please download data according to data/README.md and place them correctly.

Project Struture

.
├── data
│   ├── Breakfast
│   ├── Holllywood
│   └── Crosstask
└── US-FGW

Main Dependencies

  • argparse
  • numpy
  • pytorch
  • matplotlib
  • sklearn

Reference

https://github.com/ZijiaLewisLu/ICCV21-TASL

https://github.com/HongtengXu/Relational-AutoEncoders

https://github.com/HongtengXu/Relational-Factorization-Model

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[ACMMM 2022] Weakly-Supervised Temporal Action Alignment Driven by Unbalanced Spectral Fused Gromov-Wasserstein Distance

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