Krishna Teja Chitty-Venkata

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Inference Process

Image Restoration

Total Least Squares

Design Space Exploration

Top Venues

Publications

Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Neural Architecture Search Benchmarks: Insights and Survey. IEEE Access 11 (2023)
Krishna Teja Chitty-Venkata, Yiming Bian, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Differentiable Neural Architecture, Mixed Precision and Accelerator Co-Search. IEEE Access 11 (2023)
Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani
A survey of techniques for optimizing transformer inference. J. Syst. Archit. 144 (2023)
Krishna Teja Chitty-Venkata, Arun K. Somani
Neural Architecture Search Survey: A Hardware Perspective. ACM Comput. Surv. 55 (4) (2023)
Krishna Teja Chitty-Venkata, Sparsh Mittal, Murali Emani, Venkatram Vishwanath, Arun K. Somani
A Survey of Techniques for Optimizing Transformer Inference. CoRR (2023)
Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Neural Architecture Search for Transformers: A Survey. IEEE Access 10 (2022)
Krishna Teja Chitty-Venkata, Murali Emani, Venkatram Vishwanath, Arun K. Somani
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures. HPDC (2022)
Krishna Teja Chitty-Venkata, Arun K. Somani
Array-Aware Neural Architecture Search. ASAP (2021)
Krishna Teja Chitty-Venkata, Arun K. Somani, Sreenivas Kothandaraman
Searching Architecture and Precision for U-net based Image Restoration Tasks. ICIP (2021)
Krishna Teja Chitty-Venkata, Arun K. Somani
Model Compression on Faulty Array-based Neural Network Accelerator. PRDC (2020)
Krishna Teja Chitty-Venkata, Arun K. Somani
Array Aware Training/Pruning: Methods for Efficient Forward Propagation on Array-based Neural Network Accelerators. ASAP (2020)
Krishna Teja Chitty-Venkata, Arun K. Somani
Calibration Data-based CNN Filter Pruning for Efficient Layer Fusion. HPCC/DSS/SmartCity (2020)
Krishna Teja Chitty-Venkata, Arun K. Somani
Impact of Structural Faults on Neural Network Performance. ASAP (2019)