5 citations · 11 across the 4 of their papers we have counts for
6 papers
Real-time Interface Control with Motion Gesture Recognition based on Non-contact Capacitive Sensing
Hunmin Lee, Jaya Krishna Mandivarapu, Nahom Ogbazghi +1
Capacitive sensing is a prominent technology that is cost-effective and low power consuming with fast recognition speed compared to existing sensing systems. On account of these ad…
Domain Agnostic Few-Shot Learning For Document Intelligence
Jaya Krishna Mandivarapu, Eric bunch, Glenn fung
Few-shot learning aims to generalize to novel classes with only a few samples with class labels. Research in few-shot learning has borrowed techniques from transfer learning, metri…
Efficient Document Image Classification Using Region-Based Graph Neural Network
Jaya Krishna Mandivarapu, Eric Bunch, Qian You +1
Document image classification remains a popular research area because it can be commercialized in many enterprise applications across different industries. Recent advancements in l…
Continual Learning with Deep Artificial Neurons
Blake Camp, Jaya Krishna Mandivarapu, Rolando Estrada
Neurons in real brains are enormously complex computational units. Among other things, they're responsible for transforming inbound electro-chemical vectors into outbound action po…
Deep Active Learning via Open Set Recognition
Jaya Krishna Mandivarapu, Blake Camp, Rolando Estrada
In many applications, data is easy to acquire but expensive and time-consuming to label prominent examples include medical imaging and NLP. This disparity has only grown in recent…
Self-Net: Lifelong Learning via Continual Self-Modeling
Blake Camp, Jaya Krishna Mandivarapu, Rolando Estrada
Learning a set of tasks over time, also known as continual learning (CL), is one of the most challenging problems in artificial intelligence. While recent approaches achieve some d…