Improving Domain Adaptation By Source Selection

Kevin Bascol (1, 2) , Rémi Emonet (1) , Elisa Fromont (3)

1 LHC - Laboratoire Hubert Curien
2 Bluecime
3 LACODAM - Large Scale Collaborative Data Mining

Mots clés: Domain Adaptation; Image Classification; Deep Learning; Negative Transfer

Domaines: Apprentissage [cs.LG]; Intelligence artificielle [cs.AI]; Réseau de neurones [cs.NE]

Kevin Bascol, Rémi Emonet, Elisa Fromont. Improving Domain Adaptation By Source Selection. ICIP 2019 - IEEE International Conference on Image Processing, Sep 2019, Taïpei, Taiwan. ⟨10.1109/ICIP.2019.8803325⟩. ⟨hal-02136378⟩