168 citations · 639 across the 30 of their papers we have counts for
3 papers · 1 filter
Multimodal Attribute Extraction
Robert L. Logan, Samuel Humeau, Sameer Singh
The broad goal of information extraction is to derive structured information from unstructured data. However, most existing methods focus solely on text, ignoring other types of un…
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks
Parisa Kordjamshidi, Sameer Singh, Daniel Khashabi +4
Many real world systems need to operate on heterogeneous information networks that consist of numerous interacting components of different types. Examples include systems that perf…
Semantic Compression for Edge-Assisted Systems
Igor Burago, Marco Levorato, Sameer Singh
A novel semantic approach to data selection and compression is presented for the dynamic adaptation of IoT data processing and transmission within "wireless islands", where a set o…