no code implementations • 7 Nov 2023 • Hamza Rawal, Muhammad Junaid Ahmad, Farooq Zaman
However, optimizing a single flow predicting network for simultaneous global boundary alignment and local texture preservation results in sub-optimal flow fields.
no code implementations • 20 Jun 2022 • Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
Due to the domain shift, this decision boundary is unaligned in the target domain, resulting in noisy pseudo labels adversely affecting self-supervised domain adaptation.
1 code implementation • 26 Oct 2021 • Muaaz Zakria, Hamza Rawal, Waqas Sultani, Mohsen Ali
We then exploit counting consistency constraints, within-image count consistency, and across-image count consistency, to decrease the domain shift.