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Srinivas Soumitri Miriyala
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2020 – today
- 2026
[i5]Subhajit Sanyal, Srinivas Soumitri Miriyala, Akshay Janardan Bankar, Manjunath Arveti, Sowmya Vajrala, Shreyas Pandith, Sravanth Kodavanti, Abhishek Ameta, Harshit, Amit Satish Unde:
NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration. CoRR abs/2601.09823 (2026)
[i4]Srinivas Soumitri Miriyala, Sowmya Vajrala, Hitesh Kumar, Sravanth Kodavanti, Vikram Nelvoy Rajendiran:
Mobile-friendly Image de-noising: Hardware Conscious Optimization for Edge Application. CoRR abs/2601.11684 (2026)
[i3]Srinivas Soumitri Miriyala, Sowmya Vajrala, Sravanth Kodavanti:
Towards Efficient Image Deblurring for Edge Deployment. CoRR abs/2601.11685 (2026)
[i2]Sravanth Kodavanti, Manjunath Arveti, Sowmya Vajrala, Srinivas Soumitri Miriyala, Vikram N. R:
EdgeDiT: Hardware-Aware Diffusion Transformers for Efficient On-Device Image Generation. CoRR abs/2603.28405 (2026)
[i1]Sowmya Vajrala, Aakash Parmar, Prasanna R, Sravanth Kodavanti, Manjunath Arveti, Srinivas Soumitri Miriyala, Ashok Senapati:
Quantization with Unified Adaptive Distillation to enable multi-LoRA based one-for-all Generative Vision Models on edge. CoRR abs/2603.29535 (2026)- 2025
[c13]Srinivas Soumitri Miriyala, Sowmya Vajrala, Hitesh Kumar, Sravanth Kodavanti, Vikram Nelvoy Rajendiran:
Mobile-friendly Image de-noising: Hardware Conscious Optimization for Edge Application. ICASSP 2025: 1-5- 2024
[c12]Utsav Tiwari, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran:
Edge Deployable Distributed Evolutionary Optimization based Calibration method for Neural Quantization. ICASSP 2024: 6240-6244
[c11]Srinivas Soumitri Miriyala, P. K. Suhas, Utsav Tiwari, Vikram Nelvoy Rajendiran:
Mixed Precision Neural Quantization with Multi-Objective Bayesian Optimization for on-Device Deployment. ICASSP 2024: 6260-6264
[c10]Aakansha Mishra, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran:
Learning Representations from Explainable and Connectionist Approaches for Visual Question Answering. ICASSP 2024: 6420-6424
[c9]Aakansha Mishra, Aditya Agarwala, Utsav Tiwari, Vikram Nelvoy Rajendiran, Srinivas Soumitri Miriyala:
Efficient Visual Question Answering on Embedded Devices: Cross-Modality Attention With Evolutionary Quantization. ICIP 2024: 2142-2148- 2023
[j3]NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Prateek Mittal
, Kishalay Mitra:
Better wind forecasting using Evolutionary Neural Architecture search driven Green Deep Learning. Expert Syst. Appl. 214: 119063 (2023)
[c8]Prateek Keserwani, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran, Pradeep N. Shivamurthappa:
Receptive Field Reliant Zero-Cost Proxies for Neural Architecture Search. ICASSP 2023: 1-5- 2020
[j2]Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra
:
An Evolutionary Neuro-Fuzzy C-means Clustering Technique. Eng. Appl. Artif. Intell. 89: 103435 (2020)
[c7]Srinivas Soumitri Miriyala, Kishalay Mitra
:
Optimal Control using Evolutionary Algorithms through Neural network based TRANSFORMation. SSCI 2020: 1379-1386
[c6]Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Lopamudra Giri, Kishalay Mitra
:
Synchronicity Identification in Hippocampal Neurons using Artificial Neural Network assisted Fuzzy C-means Clustering. SSCI 2020: 1594-1600
[c5]Ravi kiran Inapakurthi
, Srinivas Soumitri Miriyala, Suryanarayana Kolluri, Kishalay Mitra
:
Nonlinear Model Predictive Control of Industrial Grinding Circuits using Machine Learning. SSCI 2020: 1921-1927
[c4]Srinivas Soumitri Miriyala, Subhankar Chowdhury, NagaSree Keerthi Pujari, Kishalay Mitra
:
Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling. SSCI 2020: 2869-2876
[c3]Srinivas Soumitri Miriyala, Raja Banerjee, Kishalay Mitra
:
Uncertainty quantification using Auto-tuned Surrogates of CFD model Simulating Supersonic flow over tactical missile body. SSCI 2020: 2885-2892
[c2]NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Kishalay Mitra
:
Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion Systems. SSCI 2020: 3065-3072
2010 – 2019
- 2018
[j1]Srinivas Soumitri Miriyala, Venkat R. Subramanian, Kishalay Mitra
:
TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study. Eur. J. Oper. Res. 264(1): 294-309 (2018)
[c1]Srinivas Soumitri Miriyala
, Priyanka Devi Pantula, Lopamudra Giri, Kishalay Mitra
:
Smart Data Analytics approach to model Complex Biochemical Oscillations in Hippocampal Neurons. EMBC 2018: 5045-5048
Coauthor Index

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last updated on 2026-04-19 00:11 CEST by the dblp team
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