Duosheng Chen

According to our database, Duosheng Chen authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Rethinking the Importance of High-Frequency Components in Transformers for Image Restoration.

Shihao Zhou, Jinshan Pan, Duosheng Chen, Yaopeng Dong, Jufeng Yang

IEEE Trans. Image Process., 2026

2025

FlareX: A Physics-Informed Dataset for Lens Flare Removal via 2D Synthesis and 3D Rendering.

Lishen Qu, Zhihao Liu, Jinshan Pan, Shaohua Kevin Zhou, Jinglei Shi, Duosheng Chen, Jufeng Yang

CoRR, October, 2025

FlareX: A Physics-Informed Dataset for Lens Flare Removal via 2D Synthesis and 3D Rendering.

Lishen Qu, Zhihao Liu, Jinshan Pan, Shihao Zhou, Jinglei Shi, Duosheng Chen, Jufeng Yang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition.

Duosheng Chen, Shihao Zhou, Jinshan Pan, Jinglei Shi, Lishen Qu, Jufeng Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

Spread Your Wings: A Radial Strip Transformer for Image Deblurring.

Duosheng Chen, Shihao Zhou, Jinshan Pan, Jinglei Shi, Lishen Qu, Jufeng Yang

CoRR, 2024

Harmonizing Light and Darkness: A Symphony of Prior-guided Data Synthesis and Adaptive Focus for Nighttime Flare Removal.

Lishen Qu, Shihao Zhou, Jinshan Pan, Jinglei Shi, Duosheng Chen, Jufeng Yang

CoRR, 2024

Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration.

Shihao Zhou, Duosheng Chen, Jinshan Pan, Jufeng Yang

CoRR, 2024

Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration.

Shihao Zhou, Jinshan Pan, Jinglei Shi, Duosheng Chen, Lishen Qu, Jufeng Yang

Proceedings of the Computer Vision - ECCV 2024, 2024

Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration.

Shihao Zhou, Duosheng Chen, Jinshan Pan, Jinglei Shi, Jufeng Yang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024