most citedZero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings

5 citations · 5 across the 2 of their papers we have counts for

collaborators
Showing cs.CVShow all

2 papers · 1 filter

cs.CV2020★ 5 cited

Zero-Shot Learning with Knowledge Enhanced Visual Semantic Embeddings

Karan Sikka, Jihua Huang, Andrew Silberfarb +6

We improve zero-shot learning (ZSL) by incorporating common-sense knowledge in DNNs. We propose Common-Sense based Neuro-Symbolic Loss (CSNL) that formulates prior knowledge as nov…

cs.CV2020

Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks

Karan Sikka, Andrew Silberfarb, John Byrnes +4

We introduce Deep Adaptive Semantic Logic (DASL), a novel framework for automating the generation of deep neural networks that incorporates user-provided formal knowledge to improv…