Beitong Zhou

3 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (1) IJCAI (1) WACV (1)

Top co-authors

Zhanzhan Cheng (1) Kerui Liu (1) Ye Yuan (1) Weigao Sun (1) Yi Niu (1) Jun Liu (1) Ruijuan Chen (1) Jing LU (1) Xiaoyu Liu (1) Claire Tomlin (1)

Research topics

Machine Learning (3) Learning Types (2) Mathematics & Optimization (1) Optimization (1) Optimization & Theory (1)

Keywords

contrastive learning (1) stochastic gradient descent (1) semi-supervised learning (1) non-convex optimization (1) noise tolerance (1) gaussian mixture model (1) convergence rate (1) momentum method (1) noisy label (1) pseudo label (1) contrastive representation learning (1)

Papers

PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning WACV 2025 HyperMatch: Noise-Tolerant Semi-Supervised Learning via Relaxed Contrastive Constraint CVPR 2023 pbSGD: Powered Stochastic Gradient Descent Methods for Accelerated Non-Convex Optimization IJCAI 2020