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, 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, 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, 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, 2026)