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Akshat Ramachandran

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2020 – today

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2024
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Akshat Ramachandran, Zishen Wan, Geonhwa Jeong, John Gustafson, Tushar Krishna:
Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN Inference. DAC 2024: 326:1-326:6
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Akshat Ramachandran, Zishen Wan, Geonhwa Jeong, John Gustafson, Tushar Krishna:
Algorithm-Hardware Co-Design of Distribution-Aware Logarithmic-Posit Encodings for Efficient DNN Inference. CoRR abs/2403.05465 (2024)
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Akshat Ramachandran, Souvik Kundu, Tushar Krishna:
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTs. CoRR abs/2407.05266 (2024)
2023
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Akshat Ramachandran, Ankit Dhiman, Basavaraja Shanthappa Vandrotti, Jooyoung Kim:
NTrans-Net: A Multi-Scale Neutrosophic-Uncertainty Guided Transformer Network for Indoor Depth Completion. ICIP 2023: 905-909
2022
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Akshat Ramachandran, John Gustafson, Anusua Roy, Rizwan Ahmed Ansari, Rohin D. Daruwala:
PositIV: A Configurable Posit Processor Architecture for Image and Video Processing. DSD 2022: 93-100

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