3 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2024
Assessing Model Generalization in Vicinity
Yuchi Liu, Yifan Sun, Jingdong Wang +1
This paper evaluates the generalization ability of classification models on out-of-distribution test sets without depending on ground truth labels. Common approaches often calculat…
cs.CV2017★ 3 cited
Global versus Localized Generative Adversarial Nets
Guo-Jun Qi, Liheng Zhang, Hao Hu +3
In this paper, we present a novel localized Generative Adversarial Net (GAN) to learn on the manifold of real data. Compared with the classic GAN that {\em globally} parameterizes…
cs.CV2014
Low-rank SIFT: An Affine Invariant Feature for Place Recognition
Chao Yang, Shengnan Caih, Jingdong Wang +1
In this paper, we present a novel affine-invariant feature based on SIFT, leveraging the regular appearance of man-made objects. The feature achieves full affine invariance without…