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xiangjjj / implicit_alignment

Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"
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:question: Can this method be used on regression problems ? #5

Open DRM-Free opened 3 years ago

DRM-Free commented 3 years ago

Hello, I am working in the field of 6 DOF object tracking and I was wondering whether your approach could be adapted to be used on a regression problem instead of classification.

xiangjjj commented 3 years ago

Hello, Our implicit alignment approach focuses on organizing data in the input space, especially with class imbalance, and can be combined with any domain adaptation algorithm. If domain adaptation can be applied to 6 DOF object tracking, regardless of classification or regression, I think implicit alignment can be potentially used as well. I'm not sure what is the exact setup of the 6 DOF object tracking problem, perhaps one area that needs more investigation is how to deal with image-level alignment and object-level alignment since they are coupled together.