If we already have useful phrases like "embedded programming", "numerical programming", "systems programming", or "CRUD programming", etc, I'm not seeing the pretentiousness of "differentiable programming". If you program embedded chips, we often call it "embedded programming"; likewise, if you write programs where differentials are a 1st-class syntax concept, I'm not seeing the harm in calling it "differentiable programming" -- because that basically describes the specialization.
>the quotes are ridiculous ("Deep Learning est mort. Vive Differentiable Programming.";
Fyi, it's a joking type of rhetorical technique called a "snowclone". Previous comment about a similar phrase: https://news.ycombinator.com/item?id=11455219