Sravanth Kodavanti
2 papers ยท Latest:
Computer Vision
Edge-Efficient Image Restoration: Transformer Distillation into State-Space Models
This paper introduces a hybrid framework for edge-efficient image restoration, distilling transformers into state-space models for faster inference.
2605.02794
Computer VisionTOC-SR: Task-Optimal Compact diffusion for Image Super Resolution
TOC-SR offers a compact, one-step diffusion model for efficient image super-resolution, drastically cutting parameters and computational cost.
2605.02767
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