Yiqiu Shen

4 papers · 2021–2025 · 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 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13)

Venues

CVPR (2) JMLR (1) MIDL (1)

Top co-authors

Kangning Liu (3) Carlos Fernandez-Granda (3) Weicheng Zhu (2) Sheng Liu (2) Krzysztof J. Geras (2) Stanislav Minsker (1) Mohamed Ndaoud (1) Narges Razavian (1) Jakub Piotr Chłędowski (1) Nan Wu (1)

Research topics

Machine Learning (4) Computer Vision (3) Deep Learning (3) Learning Types · Machine Learning (3) Analysis (2) Domain-Specific (2) Learning Types · Deep Learning (2) Healthcare & Medicine (1) Architectures (1) Clinical (1) Core Methods (1) Optimization & Theory (1)

Keywords

weakly supervised learning (2) semantic segmentation (2) self-supervised learning (1) supervised contrastive learning (1) medical image segmentation (1) medical image classification (1) multiple instance learning (1) linear discriminant analysis (1) saliency map (1) self-paced learning (1) noisy annotation (1) pseudo label (1) interpolating classifier (1) high-dimensional classification (1) regularized least square (1) sub-gaussian mixture (1) breast cancer (1) weakly-supervised localization (1) lesion localization (1) instance representation (1)

Papers

Classification in the high dimensional Anisotropic mixture framework: A new take on Robust Interpolation JMLR 2025 Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning CVPR 2023 Adaptive Early-Learning Correction for Segmentation From Noisy Annotations CVPR 2022 Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis MIDL 2021