most citedSource-Free Domain Adaptation with Diffusion-Guided Source Data Generation

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cs.CV2024★ 1 cited

Source-Free Domain Adaptation with Diffusion-Guided Source Data Generation

Shivang Chopra, Suraj Kothawade, Houda Aynaou +1

This paper introduces a novel approach to leverage the generalizability of Diffusion Models for Source-Free Domain Adaptation (DM-SFDA). Our proposed DMSFDA method involves fine-tu…

cs.CV2023

Transcending Domains through Text-to-Image Diffusion: A Source-Free Approach to Domain Adaptation

Shivang Chopra, Suraj Kothawade, Houda Aynaou +1

Domain Adaptation (DA) is a method for enhancing a model's performance on a target domain with inadequate annotated data by applying the information the model has acquired from a r…