Aayan Kumar

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Probabilistic Inference

Machine Learning

Inference Process

Top Venues

Proc. ACM Program. Lang.

Publications

Shikhar Jaiswal, Rahul Kranti Kiran Goli, Aayan Kumar, Vivek Seshadri, Rahul Sharma
MinUn: Accurate ML Inference on Microcontrollers. LCTES (2023)
Shikhar Jaiswal, Rahul Kiran Kranti Goli, Aayan Kumar, Vivek Seshadri, Rahul Sharma
MinUn: Accurate ML Inference on Microcontrollers. CoRR (2022)
Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications. FPL (2021)
Nikhil Pratap Ghanathe, Vivek Seshadri, Rahul Sharma, Steve Wilton, Aayan Kumar
MAFIA: Machine Learning Acceleration on FPGAs for IoT Applications. CoRR (2021)
Aayan Kumar, Vivek Seshadri, Rahul Sharma
Shiftry: RNN inference in 2KB of RAM. Proc. ACM Program. Lang. 4 (OOPSLA) (2020)