Shijun Liang

According to our database, Shijun Liang authored at least 15 papers between 2021 and 2025.

Collaborative distances:

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

2025

UGoDIT: Unsupervised Group Deep Image Prior Via Transferable Weights.

Shijun Liang, Ismail R. Alkhouri, Siddhant Gautam, Qing Qu, Saiprasad Ravishankar

CoRR, May, 2025

Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction.

Shijun Liang, Evan Bell, Qing Qu, Rongrong Wang, Saiprasad Ravishankar

IEEE Trans. Computational Imaging, 2025

Sequential Diffusion-Guided Deep Image Prior for Medical Image Reconstruction.

Shijun Liang, Ismail Alkhouri, Qing Qu, Rongrong Wang, Saiprasad Ravishankar

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Adaptive Local Neighborhood-Based Neural Networks for MR Image Reconstruction From Undersampled Data.

Shijun Liang, Anish Lahiri, Saiprasad Ravishankar

IEEE Trans. Computational Imaging, 2024

SITCOM: Step-wise Triple-Consistent Diffusion Sampling for Inverse Problems.

Ismail Alkhouri, Shijun Liang, Cheng-Han Huang, Jimmy Dai, Qing Qu, Saiprasad Ravishankar, Rongrong Wang

CoRR, 2024

EyeIR: Single Eye Image Inverse Rendering In the Wild.

Shijun Liang, Haofei Wang, Feng Lu

Proceedings of the ACM SIGGRAPH 2024 Conference Papers, 2024

Image Reconstruction Via Autoencoding Sequential Deep Image Prior.

Ismail Alkhouri, Shijun Liang, Evan Bell, Qing Qu, Rongrong Wang, Saiprasad Ravishankar

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Controllable Universal Edge-Preserving Image Filtering.

Shijun Liang, Dongdong Fu

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

Diffusion-Based Adversarial Purification for Robust Deep Mri Reconstruction.

Ismail Alkhouri, Shijun Liang, Rongrong Wang, Qing Qu, Saiprasad Ravishankar

Proceedings of the IEEE International Conference on Acoustics, 2024

Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization.

Shijun Liang, Evan Bell, Avrajit Ghosh, Saiprasad Ravishankar

Proceedings of the 58th Asilomar Conference on Signals, 2024

2023

Robust MRI Reconstruction by Smoothed Unrolling (SMUG).

Shijun Liang, Van Hoang Minh Nguyen, Jinghan Jia, Ismail Alkhouri, Sijia Liu, Saiprasad Ravishankar

CoRR, 2023

SMUG: Towards Robust Mri Reconstruction by Smoothed Unrolling.

Hui Li, Jinghan Jia, Shijun Liang, Yuguang Yao, Saiprasad Ravishankar, Sijia Liu

Proceedings of the IEEE International Conference on Acoustics, 2023

Robust Self-Guided Deep Image Prior.

Evan Bell, Shijun Liang, Qing Qu, Saiprasad Ravishankar

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

LONDN-MRI: Adaptive Local Neighborhood-Based Networks for MR Image Reconstruction from Undersampled Data.

Shijun Liang, Ashwin Sreevatsa, Anish Lahiri, Saiprasad Ravishankar

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

2021

Labmat: Learned Feature-Domain Block Matching For Image Restoration.

Shijun Liang, Berk Iskender, Bihan Wen, Saiprasad Ravishankar

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021