11 citations · 17 across the 5 of their papers we have counts for
5 papers
Constructive Interpretability with CoLabel: Corroborative Integration, Complementary Features, and Collaborative Learning
Abhijit Suprem, Sanjyot Vaidya, Suma Cherkadi +3
Machine learning models with explainable predictions are increasingly sought after, especially for real-world, mission-critical applications that require bias detection and risk mi…
ODIN: Automated Drift Detection and Recovery in Video Analytics
Abhijit Suprem, Joy Arulraj, Calton Pu +1
Recent advances in computer vision have led to a resurgence of interest in visual data analytics. Researchers are developing systems for effectively and efficiently analyzing visua…
Small, Accurate, and Fast Vehicle Re-ID on the Edge: the SAFR Approach
Abhijit Suprem, Calton Pu, Joao Eduardo Ferreira
We propose a Small, Accurate, and Fast Re-ID (SAFR) design for flexible vehicle re-id under a variety of compute environments such as cloud, mobile, edge, or embedded devices by on…
Robust, Extensible, and Fast: Teamed Classifiers for Vehicle Tracking and Vehicle Re-ID in Multi-Camera Networks
Abhijit Suprem, Rodrigo Alves Lima, Bruno Padilha +2
As camera networks have become more ubiquitous over the past decade, the research interest in video management has shifted to analytics on multi-camera networks. This includes perf…
Vis4DD: A visualization system that supports Data Quality Visual Assessment
João Marcelo Borovina Josko, João Eduardo Ferreira
Data quality assessment process is essential to ensure reliable analytical outcomes. This process depends on human supervision-driven approaches since it is impossible to determine…