Publications
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IConFace: Identity-Structure Asymmetric Conditioning for Unified Reference-Aware Face Restoration arXiv preprint arXiv:2605.02814 · 2026A unified reference-aware and no-reference face restoration framework that uses reliability-weighted identity anchors and degraded-image spatial structure anchors in one checkpoint.
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The Second Challenge on Real-World Face Restoration at NTIRE 2026: Methods and Results arXiv preprint arXiv:2604.10532v2 / CVPR 2026 Workshop · 2026NTIRE 2026 real-world face restoration challenge report covering task design, weighted IQA evaluation, identity checking, submitted methods, and final rankings.
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Learning Discriminative Compact Representation for Hyperspectral Imagery Classification IEEE Transactions on Geoscience and Remote Sensing (TGRS) · 2019A multi-task deep network for hyperspectral image classification that jointly learns compact spectral representation, reconstruction, and pixelwise classification.
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Improving Hyperspectral Image Classification with Unsupervised Knowledge Learning (IGARSS) IEEE International Geoscience and Remote Sensing Symposium · 2019Unsupervised knowledge learning for hyperspectral image classification, injecting clustering structure into supervised learning to improve generalization.
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Deep Cube-Pair Network for Hyperspectral Imagery Classification remotesensing · 2018A cube-pair CNN and 3D fully convolutional network for hyperspectral image classification under limited labeled training samples.