Yajing Zheng

According to our database, Yajing Zheng authored at least 19 papers between 2018 and 2024.

Collaborative distances:

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

2024

USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting.

Kang Chen, Jiyuan Zhang, Zecheng Hao, Yajing Zheng, Tie-Jun Huang, Zhaofei Yu

CoRR, 2024

SpikeMM: Flexi-Magnification of High-Speed Micro-Motions.

Baoyue Zhang, Yajing Zheng, Shiyan Chen, Jiyuan Zhang, Kang Chen, Zhaofei Yu, Tiejun Huang

CoRR, 2024

SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams.

Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu

CoRR, 2024

SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion.

Jiyuan Zhang, Kang Chen, Shiyan Chen, Yajing Zheng, Tiejun Huang, Zhaofei Yu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment.

Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang

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

Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera.

Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Capture the Moment: High-Speed Imaging With Spiking Cameras Through Short-Term Plasticity.

Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Tie-Jun Huang, Song Wang

IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Spike-Based Motion Estimation for Object Tracking Through Bio-Inspired Unsupervised Learning.

Yajing Zheng, Zhaofei Yu, Song Wang, Tie-Jun Huang

IEEE Trans. Image Process., 2023

Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views.

Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang

CoRR, 2023

SpikeCV: Open a Continuous Computer Vision Era.

Yajing Zheng, Jiyuan Zhang, Rui Zhao, Jianhao Ding, Shiyan Chen, Ruiqin Xiong, Zhaofei Yu, Tiejun Huang

CoRR, 2023

Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams.

Shiyan Chen, Jiyuan Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks.

Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu

IEEE Trans. Cybern., 2022

1000x Faster Camera and Machine Vision with Ordinary Devices.

Tiejun Huang, Yajing Zheng, Zhaofei Yu, Rui Chen, Yuan Li, Ruiqin Xiong, Lei Ma, Junwei Zhao, Siwei Dong, Lin Zhu, Jianing Li, Shanshan Jia, Yihua Fu, Boxin Shi, Si Wu, Yonghong Tian

CoRR, 2022

2021

Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks.

Yajing Zheng, Shanshan Jia, Zhaofei Yu, Jian K. Liu, Tiejun Huang

Patterns, 2021

High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras.

Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Boxin Shi, Yonghong Tian, Tiejun Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation.

Yajing Zheng, Shanshan Jia, Zhaofei Yu, Tiejun Huang, Jian K. Liu, Yonghong Tian

Neural Networks, 2020

Reconstruction of natural visual scenes from neural spikes with deep neural networks.

Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Siwei Ma, Tiejun Huang, Jian K. Liu

Neural Networks, 2020

2019

Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks.

Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu

CoRR, 2019

2018

Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons.

Yajing Zheng, Shixin Li, Rui Yan, Huajin Tang, Kay Chen Tan

IEEE Trans. Neural Networks Learn. Syst., 2018