Multi-modal few-shot object detection with meta-learning-based cross-modal prompting

G Han, L Chen, J Ma, S Huang, R Chellappa… - arXiv preprint arXiv …, 2022 - arxiv.org
We study multi-modal few-shot object detection (FSOD) in this paper, using both few-shot
visual examples and class semantic information for detection, which are complementary to …

Gaze Estimation Method Combining Facial Feature Extractor with Pyramid Squeeze Attention Mechanism

J Wei, H Wu, Q Wu, Y Iwahori, X Yu, A Wang - Electronics, 2023 - mdpi.com
To address the issue of reduced gaze estimation accuracy caused by individual differences
in different environments, this study proposes a novel gaze estimation algorithm based on …

Novel Techniques in Addressing Label Bias & Noise in Low-Quality Real-World Data

J Ma - 2024 - search.proquest.com
Data serves as the foundation in building effective deep learning algorithms, yet the process
of annotation and curation to maintain high data quality is time-intensive. The challenges …