Sravanth Kodavanti

According to our database, Sravanth Kodavanti authored at least 8 papers between 2025 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