Takip et
Krishna Teja Chitty-Venkata
Krishna Teja Chitty-Venkata
Postdoctoral Researcher, Argonne National Laboratory
anl.gov üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Neural architecture search for transformers: A survey
KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani
IEEE Access 10, 108374-108412, 2022
782022
A survey of techniques for optimizing transformer inference
KT Chitty-Venkata, S Mittal, M Emani, V Vishwanath, AK Somani
Journal of Systems Architecture, 102990, 2023
682023
Neural architecture search survey: A hardware perspective
KT Chitty-Venkata, AK Somani
ACM Computing Surveys 55 (4), 1-36, 2022
632022
Neural Architecture Search Benchmarks: Insights and Survey
KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani
IEEE Access 11, 25217-25236, 2023
292023
Impact of structural faults on neural network performance
KT Chitty-Venkata, A Somani
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
102019
Efficient Design Space Exploration for Sparse Mixed Precision Neural Architectures
KT Chitty-Venkata, M Emani, V Vishwanath, AK Somani
Proceedings of the 31st International Symposium on High-Performance Parallel …, 2022
62022
Model Compression on Faulty Array-based Neural Network Accelerator
KT Chitty-Venkata, AK Somani
2020 IEEE 25th Pacific Rim International Symposium on Dependable Computing …, 2020
62020
Array aware training/pruning: Methods for efficient forward propagation on array-based neural network accelerators
KT Chitty-Venkata, AK Somani
2020 IEEE 31st International Conference on Application-specific Systems …, 2020
62020
Estimation of modulation parameters for LPI radar using quadrature mirror filter bank
M Shyamsunder, K Subbarao, B Regimanu, CK Teja
2016 IEEE Uttar Pradesh Section International Conference on Electrical …, 2016
62016
Searching architecture and precision for u-net based image restoration tasks
KT Chitty-Venkata, AK Somani, S Kothandaraman
2021 IEEE International Conference on Image Processing (ICIP), 1989-1993, 2021
52021
Array-aware neural architecture search
KT Chitty-Venkata, AK Somani
2021 IEEE 32nd International Conference on Application-specific Systems …, 2021
42021
Calibration data-based CNN filter pruning for efficient layer fusion
KT Chitty-Venkata, AK Somani
2020 IEEE 22nd International Conference on High Performance Computing and …, 2020
42020
Differentiable Neural Architecture, Mixed Precision and Accelerator Co-search
KT Chitty-Venkata, Y Bian, M Emani, V Vishwanath, AK Somani
IEEE Access, 2023
32023
ConVision Benchmark: A Contemporary Framework to Benchmark CNN and ViT Models
S Bangalore Vijayakumar, KT Chitty-Venkata, K Arya, AK Somani
AI 5 (3), 1132-1171, 2024
12024
Hardware-Aware Design, Search, and Optimization of Deep Neural Networks
SS Chitty-Venkata
Iowa State University, 2023
12023
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators
KT Chitty-Venkata, S Raskar, B Kale, F Ferdaus, A Tanikanti, K Raffenetti, ...
SC24-W: Workshops of the International Conference for High Performance …, 2024
2024
WActiGrad: Structured Pruning for Efficient Finetuning and Inference of Large Language Models on AI Accelerators
KT Chitty-Venkata, VK Sastry, M Emani, V Vishwanath, S Shanmugavelu, ...
European Conference on Parallel Processing, 317-331, 2024
2024
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