Hyperparameter Optimization in Novel Class Discovery

Discover strategies for optimizing hyperparameters in Novel Class Discovery (NCD) without relying on novel class labels.

Authors: Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; Gosselin Stephane, Orange Labs, Lannion, France; Lemaire Vincent, Orange Labs, Lannion, France; Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France.

Authors: Authors: Troisemaine Colin, Department of Computer Science, IMT Atlantique, Brest, France., and Orange Labs, Lannion, France; Reiffers-Masson Alexandre, Department of Computer Science, IMT Atlantique, Brest, France.; Gosselin Stephane, Orange Labs, Lannion, France; Lemaire Vincent, Orange Labs, Lannion, France; Vaton Sandrine, Department of Computer Science, IMT Atlantique, Brest, France.

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