424 citations · 505 across the 29 of their papers we have counts for
4 papers · 1 filter
RevBiFPN: The Fully Reversible Bidirectional Feature Pyramid Network
Vitaliy Chiley, Vithursan Thangarasa, Abhay Gupta +3
This work introduces RevSilo, the first reversible bidirectional multi-scale feature fusion module. Like other reversible methods, RevSilo eliminates the need to store hidden activ…
Time Dependency, Data Flow, and Competitive Advantage
Ehsan Valavi, Joel Hestness, Marco Iansiti +3
Data is fundamental to machine learning-based products and services and is considered strategic due to its externalities for businesses, governments, non-profits, and more generall…
Time and the Value of Data
Ehsan Valavi, Joel Hestness, Newsha Ardalani +1
Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevan…
Efficiently Disentangle Causal Representations
Yuanpeng Li, Joel Hestness, Mohamed Elhoseiny +2
This paper proposes an efficient approach to learning disentangled representations with causal mechanisms based on the difference of conditional probabilities in original and new d…