Jianxu Chen

4 papers · 2016–2026 · 4 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 · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🚀 Conference Pioneer

Venues

AAAI (1) CVPR (1) ICML (1) NeurIPS (1)

Top co-authors

Chaoli Wang (2) Yizhe Zhang (2) Lin Yang (2) Zixuan Pan (1) Yu Zhou (1) Zhuo Zhao (1) Ziyue Wang (1) Ye Zhang (1) Mark Alber (1) yongbing zhang (1)

Research topics

Computer Vision (4) Processing (4) Domain-Specific (3) Deep Learning (2) Healthcare & Medicine (2) Clinical (2) Core AI (2) Computer Science (1) Machine Learning (1) Analysis (1) Applications (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

image segmentation (2) biomedical imaging (2) fully convolutional network (2) biomedical image segmentation (2) deep learning (2) image representation (1) unsupervised feature extraction (1) convolutional neural network (1) long short-term memory (1) recurrent neural network (1) multi-layer perceptron (1) training instability (1) 3d image segmentation (1) biomedical image (1) cell instance segmentation (1) representative annotation (1) biomedical image analysis (1) coarse-to-fine refinement (1) anisotropic dimension (1) entropy-based compression (1)

Papers

SGI: Structured 2D Gaussians for Efficient and Compact Large Image Representation CVPR 2026 The Four Color Theorem for Cell Instance Segmentation ICML 2025 Biomedical Image Segmentation via Representative Annotation AAAI 2019 Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation NeurIPS 2016