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Kaushik Roy

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CoDeC: Communication-Efficient Decentralized Continual Learning

Mar 27, 2023
Sakshi Choudhary, Sai Aparna Aketi, Gobinda Saha, Kaushik Roy

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X-Former: In-Memory Acceleration of Transformers

Mar 13, 2023
Shrihari Sridharan, Jacob R. Stevens, Kaushik Roy, Anand Raghunathan

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Continual Learning with Scaled Gradient Projection

Feb 02, 2023
Gobinda Saha, Kaushik Roy

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HALSIE - Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities

Nov 22, 2022
Shristi Das Biswas, Adarsh Kosta, Chamika Liyanagedera, Marco Apolinario, Kaushik Roy

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Hardware/Software co-design with ADC-Less In-memory Computing Hardware for Spiking Neural Networks

Nov 03, 2022
Marco Paul E. Apolinario, Adarsh Kumar Kosta, Utkarsh Saxena, Kaushik Roy

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Interpretable Machine Learning for Detection and Classification of Ransomware Families Based on API Calls

Oct 16, 2022
Rawshan Ara Mowri, Madhuri Siddula, Kaushik Roy

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Synthetic Dataset Generation for Privacy-Preserving Machine Learning

Oct 10, 2022
Efstathia Soufleri, Gobinda Saha, Kaushik Roy

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KSAT: Knowledge-infused Self Attention Transformer -- Integrating Multiple Domain-Specific Contexts

Oct 09, 2022
Kaushik Roy, Yuxin Zi, Vignesh Narayanan, Manas Gaur, Amit Sheth

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Event-based Temporally Dense Optical Flow Estimation with Sequential Neural Networks

Oct 03, 2022
Wachirawit Ponghiran, Chamika Mihiranga Liyanagedera, Kaushik Roy

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