12 citations · 46 across the 22 of their papers we have counts for
3 papers · 1 filter
One-stage Prompt-based Continual Learning
Youngeun Kim, Yuhang Li, Priyadarshini Panda
Prompt-based Continual Learning (PCL) has gained considerable attention as a promising continual learning solution as it achieves state-of-the-art performance while preventing priv…
FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition
Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe +1
Machine-learning algorithms have shown outstanding image recognition or classification performance for computer vision applications. However, the compute and energy requirement for…
Attention Tree: Learning Hierarchies of Visual Features for Large-Scale Image Recognition
Priyadarshini Panda, Kaushik Roy
One of the key challenges in machine learning is to design a computationally efficient multi-class classifier while maintaining the output accuracy and performance. In this paper,…