Data-Free Sketch-Based Image Retrieval

• Published in: arXiv.org
• Main Authors: Chaudhuri, Abhra, Bhunia, Ayan Kumar, Yi-Zhe, Song, Dutta, Anjan
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 14.03.2023
• Subjects: Algorithms; Availability; Classification; Deep learning; Image retrieval; Machine learning; Privacy; Sketches; Training

Rising concerns about privacy and anonymity preservation of deep learning models have facilitated research in data-free learning (DFL). For the first time, we identify that for data-scarce tasks like Sketch-Based Image Retrieval (SBIR), where the difficulty in acquiring paired photos and hand-drawn...