Krishna Teja Chitty-Venkata

According to our database, Krishna Teja Chitty-Venkata authored at least 12 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

A survey of techniques for optimizing transformer inference.

Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani

J. Syst. Archit., November, 2023

Neural Architecture Search Survey: A Hardware Perspective.

Krishna Teja Chitty-Venkata, Arun K. Somani

ACM Comput. Surv., 2023

Neural Architecture Search Benchmarks: Insights and Survey.

Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani

IEEE Access, 2023

Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search.

Krishna Teja Chitty-Venkata, Yiming Bian, Murali Emani, Venkatram Vishwanath, Arun K. Somani

IEEE Access, 2023

2022

Neural Architecture Search for Transformers: A Survey.

Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani

IEEE Access, 2022

Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures.

Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani

Proceedings of the HPDC '22: The 31st International Symposium on High-Performance Parallel and Distributed Computing, Minneapolis, MN, USA, 27 June 2022, 2022

2021

Searching Architecture and Precision for U-net based Image Restoration Tasks.

Krishna Teja Chitty-Venkata, Arun K. Somani, Sreenivas Kothandaraman

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Array-Aware Neural Architecture Search.

Krishna Teja Chitty-Venkata, Arun K. Somani

Proceedings of the 32nd IEEE International Conference on Application-specific Systems, 2021

2020

Model Compression on Faulty Array-based Neural Network Accelerator.

Krishna Teja Chitty-Venkata, Arun K. Somani

Proceedings of the 25th IEEE Pacific Rim International Symposium on Dependable Computing, 2020

Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion.

Krishna Teja Chitty-Venkata, Arun K. Somani

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators.

Krishna Teja Chitty-Venkata, Arun K. Somani

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020

2019

Impact of Structural Faults on Neural Network Performance.

Krishna Teja Chitty-Venkata, Arun K. Somani

Proceedings of the 30th IEEE International Conference on Application-specific Systems, 2019