2 citations · 2 across the 4 of their papers we have counts for
4 papers
DANCE: Dynamic 3D CNN Pruning: Joint Frame, Channel, and Feature Adaptation for Energy Efficiency on the Edge
Mohamed Mejri, Ashiqur Rasul, Abhijit Chatterjee
Modern convolutional neural networks (CNNs) are workhorses for video and image processing, but fail to adapt to the computational complexity of input samples in a dynamic manner to…
A Vision Toward Energy-Efficient Domain-Specific Artificial Intelligence Models and Agents
Abhijit Chatterjee, Niraj K. Jha, Jonathan D. Cohen +6
The field of artificial intelligence (AI) has taken a tight hold on broad aspects of society, industry, business, and governance in ways that dictate the prosperity and might of th…
Tunable Topological Phase Transitions in a Piezoelectric Janus Monolayer
Tanshia Tahreen Tanisha, Md. Shafayat Hossain, Nishat Tasnim Hiramony +3
Quantum Spin Hall (QSH) insulators represent a quintessential example of a topological phase of matter, characterized by a conducting edge mode within a bulk energy gap. The pursui…
Topological, or Non-topological? A Deep Learning Based Prediction
Ashiqur Rasul, Md Shafayat Hossain, Ankan Ghosh Dastider +3
Prediction and discovery of new materials with desired properties are at the forefront of quantum science and technology research. A major bottleneck in this field is the computati…