87 citations · 106 across the 12 of their papers we have counts for
13 papers
ReMaD: Tuning-free Domain Adaptation for Classification and Out-of-Distribution Detection
Elijah Bolluyt, Cristina Comaniciu
We introduce Reduced-rank Mahalanobis Distance (ReMaD), a novel prototypical distance-based refinement to classification and out-of-distribution (OOD) detection using pretrained mo…
Dynamic Influence on Replicator Evolution for the Propagation of Competing Technologies
Elijah D. Bolluyt, Cristina Comaniciu
This work introduces a novel modified Replicator Dynamics model, which includes external influences on the population. This framework models a realistic market into which companies…
Collapse Resistant Deep Convolutional GAN for Multi-Object Image Generation
Elijah D. Bolluyt, Cristina Comaniciu
This work introduces a novel system for the generation of images that contain multiple classes of objects. Recent work in Generative Adversarial Networks have produced high quality…
Beyond Traditional DTN Routing: Social Networks for Opportunistic Communication
Mary R. Schurgot, Cristina Comaniciu, Katia Jaffrès-Runser
This article examines the evolution of routing protocols for intermittently connected ad hoc networks and discusses the trend toward social-based routing protocols. A survey of cur…
On the performance evaluation of wireless networks with broadcast and interference-limited channels
Katia Jaffres-Runser, Jean-Marie Gorce, Cristina Comaniciu
In this report we propose a MultiObjective (MO) performance evaluation framework for wireless ad hoc networks where criteria such as capacity, robustness, energy and delay are opti…
Towards increasing diversity for the relaying of LT Fountain Codes in Wireless Sensor Networks
Apavatjrut Anya, Claire Goursaud, Katia Jaffrès-Runser +2
Diversity is a powerful means to increase the transmission performance of wireless communications. For the case of fountain codes relaying, it has been shown previously that introd…