Srinivas Soumitri Miriyala

According to our database, Srinivas Soumitri Miriyala authored at least 23 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Edge-Efficient Image Restoration: Transformer Distillation into State-Space Models.

Srinivas Soumitri Miriyala, Sowmya Vajrala, Sravanth Kodavanti, Vikram Nelvoy Rajendiran, Sharan Kumar Allur

CoRR, May, 2026

TOC-SR: Task-Optimal Compact diffusion for Image Super Resolution.

Sowmya Vajrala, Akshay Janardan Bankar, Manjunath Arveti, Shreyas Pandith, Sravanth Kodavanti, Subhajit Sanyal, Amit Satish Unde, Srinivas Soumitri Miriyala

CoRR, May, 2026

Unlocking the Edge deployment and ondevice acceleration of multi-LoRA enabled one-for-all foundational LLM.

Sravanth Kodavanti, Sowmya Vajrala, Srinivas Soumitri Miriyala, Utsav Tiwari, Uttam Kumar, Utkarsh Kumar Mahawar, Achal Pratap Singh, Arya D, Narendra Mutyala, Vikram Nelvoy Rajendiran, Sharan Kumar Allur, Euntaik Lee, Dohyoung Kim, HyeonSu Lee, Gyusung Cho, JungBae Kim

CoRR, April, 2026

Quantization with Unified Adaptive Distillation to enable multi-LoRA based one-for-all Generative Vision Models on edge.

Sowmya Vajrala, Aakash Parmar, Prasanna R, Sravanth Kodavanti, Manjunath Arveti, Srinivas Soumitri Miriyala, Ashok Senapati

CoRR, March, 2026

EdgeDiT: Hardware-Aware Diffusion Transformers for Efficient On-Device Image Generation.

Sravanth Kodavanti, Manjunath Arveti, Sowmya Vajrala, Srinivas Soumitri Miriyala, Vikram N. R

CoRR, March, 2026

Towards Efficient Image Deblurring for Edge Deployment.

Srinivas Soumitri Miriyala, Sowmya Vajrala, Sravanth Kodavanti

CoRR, January, 2026

NanoSD: Edge Efficient Foundation Model for Real Time Image Restoration.

Subhajit Sanyal, Srinivas Soumitri Miriyala, Akshay Janardan Bankar, Manjunath Arveti, Sowmya Vajrala, Shreyas Pandith, Sravanth Kodavanti, Abhishek Ameta, Harshit, Amit Satish Unde

CoRR, January, 2026

2025

Mobile-friendly Image de-noising: Hardware Conscious Optimization for Edge Application.

Srinivas Soumitri Miriyala, Sowmya Vajrala, Hitesh Kumar, Sravanth Kodavanti, Vikram Nelvoy Rajendiran

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Efficient Visual Question Answering on Embedded Devices: Cross-Modality Attention With Evolutionary Quantization.

Aakansha Mishra, Aditya Agarwala, Utsav Tiwari, Vikram Nelvoy Rajendiran, Srinivas Soumitri Miriyala

Proceedings of the IEEE International Conference on Image Processing, 2024

Edge Deployable Distributed Evolutionary Optimization based Calibration method for Neural Quantization.

Utsav Tiwari, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran

Proceedings of the IEEE International Conference on Acoustics, 2024

Learning Representations from Explainable and Connectionist Approaches for Visual Question Answering.

Aakansha Mishra, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran

Proceedings of the IEEE International Conference on Acoustics, 2024

Mixed Precision Neural Quantization with Multi-Objective Bayesian Optimization for on-Device Deployment.

Srinivas Soumitri Miriyala, P. K. Suhas, Utsav Tiwari, Vikram Nelvoy Rajendiran

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Better wind forecasting using Evolutionary Neural Architecture search driven Green Deep Learning.

NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Prateek Mittal, Kishalay Mitra

Expert Syst. Appl., 2023

Receptive Field Reliant Zero-Cost Proxies for Neural Architecture Search.

Prateek Keserwani, Srinivas Soumitri Miriyala, Vikram Nelvoy Rajendiran, Pradeep N. Shivamurthappa

Proceedings of the IEEE International Conference on Acoustics, 2023

2020

An Evolutionary Neuro-Fuzzy C-means Clustering Technique.

Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Kishalay Mitra

Eng. Appl. Artif. Intell., 2020

Auto-tuned Deep Recurrent Neural Networks for Application in Wind Energy Conversion Systems.

NagaSree Keerthi Pujari, Srinivas Soumitri Miriyala, Kishalay Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Synchronicity Identification in Hippocampal Neurons using Artificial Neural Network assisted Fuzzy C-means Clustering.

Priyanka Devi Pantula, Srinivas Soumitri Miriyala, Lopamudra Giri, Kishalay Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Optimal Control using Evolutionary Algorithms through Neural network based TRANSFORMation.

Srinivas Soumitri Miriyala, Kishalay Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Optimally designed Variational Autoencoders for Efficient Wind Characteristics Modelling.

Srinivas Soumitri Miriyala, Subhankar Chowdhury, NagaSree Keerthi Pujari, Kishalay Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Uncertainty quantification using Auto-tuned Surrogates of CFD model Simulating Supersonic flow over tactical missile body.

Srinivas Soumitri Miriyala, Raja Banerjee, Kishalay Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Nonlinear Model Predictive Control of Industrial Grinding Circuits using Machine Learning.

Ravi kiran Inapakurthi, Srinivas Soumitri Miriyala, Suryanarayana Kolluri, Kishalay Mitra

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

2018

TRANSFORM-ANN for online optimization of complex industrial processes: Casting process as case study.

Srinivas Soumitri Miriyala, Venkat R. Subramanian, Kishalay Mitra

Eur. J. Oper. Res., 2018

Smart Data Analytics approach to model Complex Biochemical Oscillations in Hippocampal Neurons.

Srinivas Soumitri Miriyala, Priyanka Devi Pantula, Lopamudra Giri, Kishalay Mitra

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018