activity
20102022
most citedMulti-View Active Learning in the Non-Realizable Case

26 citations · 65 across the 6 of their papers we have counts for

collaborators

6 papers

physics.ins-det2022

Afterpulse measurement of JUNO 20-inch PMTs

Rong Zhao, Nikolay Anfimov, Yu Chen +13

In this article we present the large photo-multiplier tube (PMT) afterpulse measurement results of Jiangmen Underground Neutrino Observatory (JUNO) experiment. Totally 11 dynode-PM…

cs.CV2021★ 4 cited

Dense Semantic Contrast for Self-Supervised Visual Representation Learning

Xiaoni Li, Yu Zhou, Yifei Zhang +5

Self-supervised representation learning for visual pre-training has achieved remarkable success with sample (instance or pixel) discrimination and semantics discovery of instance,…

cs.LG2021★ 12 cited

Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion

Xian-Jin Gui, Wei Wang, Zhang-Hao Tian

Deep neural networks need large amounts of labeled data to achieve good performance. In real-world applications, labels are usually collected from non-experts such as crowdsourcing…

cs.LG2020★ 4 cited

Deep Multi-Task Learning via Generalized Tensor Trace Norm

Yi Zhang, Yu Zhang, Wei Wang

The trace norm is widely used in multi-task learning as it can discover low-rank structures among tasks in terms of model parameters. Nowadays, with the emerging of big datasets an…

cs.LG2017★ 19 cited

Theoretical Foundation of Co-Training and Disagreement-Based Algorithms

Wei Wang, Zhi-Hua Zhou

Disagreement-based approaches generate multiple classifiers and exploit the disagreement among them with unlabeled data to improve learning performance. Co-training is a representa…

cs.LG2010★ 26 cited

Multi-View Active Learning in the Non-Realizable Case

Wei Wang, Zhi-Hua Zhou

The sample complexity of active learning under the realizability assumption has been well-studied. The realizability assumption, however, rarely holds in practice. In this paper, w…