Seonglae ChoOTFM
Key idea: optimize “compress + restore corrupted inputs + preserve classification performance” all at once—rather than treating it as a pure reconstruction problem, reformulate it as an Optimal Transport problem.
arxiv.org
https://arxiv.org/pdf/2210.02747
Core idea: jointly optimize “compression + restoration of corrupted inputs + maintaining classification performance.” Instead of framing it as a standard reconstruction objective, recast it as an Optimal Transport problem.
openreview.net
https://openreview.net/pdf?id=mUIGdUTtk2