2 code implementations • 9 May 2019 • Jose Cambronero, Hongyu Li, Seohyun Kim, Koushik Sen, Satish Chandra
Our evaluation shows that: 1. adding supervision to an existing unsupervised technique can improve performance, though not necessarily by much; 2. simple networks for supervision can be more effective that more sophisticated sequence-based networks for code search; 3. while it is common to use docstrings to carry out supervision, there is a sizeable gap between the effectiveness of docstrings and a more query-appropriate supervision corpus.
no code implementations • 22 Mar 2018 • Jose Cambronero, Phillip Stanley-Marbell, Martin Rinard
We introduce DaltonQuant, a new color quantization technique for image compression that cloud services can apply to images destined for a specific user with known color vision deficiencies.