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Hua Han

8 papers · 2020–2025 · 5 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 · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🚀 Conference Pioneer

Venues

MICCAI (4) CVPR (1) ICCV (1) IJCAI (1) MIDL (1)

Top co-authors

Hao Zhai (4) Xi Chen (3) Jiazheng Liu (3) Jing Liu (2) Haiyang Yan (2) Jinyue Guo (2) Bohao Chen (2) Yanchao Zhang (2) Zejin Wang (2) Qiwei Xie (2)

Research topics

Deep Learning (4) Computer Vision (2) Machine Learning (2) Architectures (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Processing (2) Artificial Intelligence (1) Core AI (1) Learning Paradigms (1)

Keywords

image denoising (2) self-supervised learning (2) image restoration (1) instance segmentation (1) video analysis (1) electron microscopy (1) synthetic data (1) siamese network (1) adaptive loss (1) behavioral analysis (1) residual noise (1) neuron tracking (1) poisson-gaussian noise (1) self-supervised denoising (1) global-aware mapping (1) re-visible loss (1) blind-spot denoising (1) neuron segmentation (1) animal tracking (1) cramer gaussian loss (1)

Papers

Blind2Sound: Self-Supervised Image Denoising without Residual Noise ICCV 2025 Self-supervised Axial Super-Resolution for Volume Microscopy via Diffusion-Guided Structure Distillation MICCAI 2025 Aligning and Restoring Imperfect ssEM images for Continuity Reconstruction MICCAI 2024 NeuroLink: Bridging Weak Signals in Neuronal Imaging with Morphology Learning MICCAI 2024 SegNeuron: 3D Neuron Instance Segmentation in Any EM Volume with a Generalist Model MICCAI 2024 Intra- and Inter-Cellular Awareness for 3D Neuron Tracking and Segmentation in Large-Scale Connectomics MIDL 2023 Blind2Unblind: Self-Supervised Image Denoising With Visible Blind Spots CVPR 2022 SiamBOMB: A Real-time AI-based System for Home-cage Animal Tracking, Segmentation and Behavioral Analysis IJCAI 2020