Self-Supervised Facial Representation Learning with Facial Region Awareness

Z Gao, I Patras - Proceedings of the IEEE/CVF Conference …, 2024 - openaccess.thecvf.com
Self-supervised pre-training has been proved to be effective in learning transferable
representations that benefit various visual tasks. This paper asks this question: can self …

SAWIT: A small-sized animal wild image dataset with annotations

TTT Nguyen, AC Eichholtzer, DA Driscoll… - Multimedia Tools and …, 2024 - Springer
Computer vision has found many applications in automatic wildlife data analytics and
biodiversity monitoring. Automating tasks like animal recognition or animal detection usually …

Deep‐Learning‐Based Facial Retargeting Using Local Patches

Y Choi, I Lee, S Cha, S Kim, S Jung… - Computer Graphics …, 2024 - Wiley Online Library
In the era of digital animation, the quest to produce lifelike facial animations for virtual
characters has led to the development of various retargeting methods. While the retargeting …

Data-Scarce Animal Face Alignment via Bi-Directional Cross-Species Knowledge Transfer

D Zeng, S Hong, S Li, Q Shen, B Tang - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Animal face alignment is challenging due to large intra-and inter-species variations and a
scarcity of labeled data. Existing studies circumvent this problem by directly finetuning a …

Self-Supervised Learning with Siamese Structure

Z Gao - 2024 - qmro.qmul.ac.uk
Recent progress in self-supervised representation learning has shown that self-supervised
pre-training can leverage unlabeled data to learn generalizable representations that benefit …