36 citations · 48 across the 3 of their papers we have counts for
3 papers
Deep learning powered real-time identification of insects using citizen science data
Shivani Chiranjeevi, Mojdeh Sadaati, Zi K Deng +10
Insect-pests significantly impact global agricultural productivity and quality. Effective management involves identifying the full insect community, including beneficial insects an…
AlphaNet: Improving Long-Tail Classification By Combining Classifiers
Nadine Chang, Jayanth Koushik, Aarti Singh +3
Methods in long-tail learning focus on improving performance for data-poor (rare) classes; however, performance for such classes remains much lower than performance for more data-r…
Hypothesis Transfer Learning via Transformation Functions
Simon Shaolei Du, Jayanth Koushik, Aarti Singh +1
We consider the Hypothesis Transfer Learning (HTL) problem where one incorporates a hypothesis trained on the source domain into the learning procedure of the target domain. Existi…