11 citations · 13 across the 8 of their papers we have counts for
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cs.LG2022★ 1 cited
Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks
Claudio Pinhanez, Paulo Cavalin
This work explores the intrinsic limitations of the popular one-hot encoding method in classification of intents when detection of out-of-scope (OOS) inputs is required. Although r…
cs.CY2022★ 1 cited
Towards a New Science of Disinformation
Claudio S. Pinhanez, German H. Flores, Marisa A. Vasconcelos +4
How can we best address the dangerous impact that deep learning-generated fake audios, photographs, and videos (a.k.a. deepfakes) may have in personal and societal life? We foresee…