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Join our talk at #ICML2020 today on Angular Visual Hardness @BeidiChen @jankautz @Anshumali_ @animesh_garg @NVIDIAAI Angle is a much better confidence measure compared to softmax. Using it for self training vastly improves domain adaptation and generalization #DeepLearning #AIhttps://twitter.com/ZhidingYu/status/1283388444324970496 …
Training dynamics for angle in last layer is very different from norm. Angle reaches a plateau early in training and improvement in loss in later stages is mostly through increase in norm. Models with better generalization have better angular alignment.
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