no code implementations • 31 Mar 2024 • Yao Ni, Piotr Koniusz
Our work addresses this gap by identifying a critical flaw in BN: the tendency for gradient explosion during the centering and scaling steps.
no code implementations • ICCV 2023 • Jinhao Du, Shan Zhang, Qiang Chen, Haifeng Le, Yanpeng Sun, Yao Ni, Jian Wang, Bin He, Jingdong Wang
To provide precise information for the query image, the prototype is decoupled into task-specific ones, which provide tailored guidance for 'where to look' and 'what to look for', respectively.
no code implementations • CVPR 2022 • Yao Ni, Piotr Koniusz, Richard Hartley, Richard Nock
In our design, the manifold learning and coding steps are intertwined with layers of the discriminator, with the goal of attracting intermediate feature representations onto manifolds.