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Implement flow matching #175

@kazewong

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@kazewong

There has been recent work showing there is advantage in using flow matching type of algorithm over discrete normalizing flow. It will be useful to implement such a network and benchmark it.

Here are some references:

  1. Torch CFM https://github.com/atong01/conditional-flow-matching
  2. Lipman https://arxiv.org/pdf/2210.02747
  3. ot flow matching https://arxiv.org/pdf/2302.00482
  4. Markovian flow matching https://arxiv.org/pdf/2405.14392

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