Yajing Zheng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Object Recognition

Computer Vision

Top Venues

Neural Networks

IEEE Trans. Cybern.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Baoyue Zhang, Yajing Zheng, Shiyan Chen, Jiyuan Zhang, Kang Chen, Zhaofei Yu, Tiejun Huang
SpikeMM: Flexi-Magnification of High-Speed Micro-Motions. CoRR (2024)
Kang Chen, Shiyan Chen, Jiyuan Zhang, Baoyue Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams. CoRR (2024)
Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang
Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera. AAAI (2024)
Jiyuan Zhang, Kang Chen, Shiyan Chen, Yajing Zheng, Tie-Jun Huang, Zhaofei Yu
SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion. CoRR (2024)
Yajing Zheng, Jiyuan Zhang, Rui Zhao, Jianhao Ding, Shiyan Chen, Ruiqin Xiong, Zhaofei Yu, Tiejun Huang
SpikeCV: Open a Continuous Computer Vision Era. CoRR (2023)
Yajing Zheng, Zhaofei Yu, Song Wang, Tie-Jun Huang
Spike-Based Motion Estimation for Object Tracking Through Bio-Inspired Unsupervised Learning. IEEE Trans. Image Process. 32 (2023)
Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Tie-Jun Huang, Song Wang
Capture the Moment: High-Speed Imaging With Spiking Cameras Through Short-Term Plasticity. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Jiyuan Zhang, Shiyan Chen, Yajing Zheng, Zhaofei Yu, Tiejun Huang
Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views. CoRR (2023)
Shiyan Chen, Jiyuan Zhang, Yajing Zheng, Tiejun Huang, Zhaofei Yu
Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams. NeurIPS (2023)
Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu
Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks. IEEE Trans. Cybern. 52 (1) (2022)
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
1000x Faster Camera and Machine Vision with Ordinary Devices. CoRR (2022)
Yajing Zheng, Lingxiao Zheng, Zhaofei Yu, Boxin Shi, Yonghong Tian, Tiejun Huang
High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras. CVPR (2021)
Yajing Zheng, Shanshan Jia, Zhaofei Yu, Jian K. Liu, Tiejun Huang
Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks. Patterns 2 (10) (2021)
Yajing Zheng, Shanshan Jia, Zhaofei Yu, Tiejun Huang, Jian K. Liu, Yonghong Tian
Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation. Neural Networks 126 (2020)
Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Siwei Ma, Tiejun Huang, Jian K. Liu
Reconstruction of natural visual scenes from neural spikes with deep neural networks. Neural Networks 125 (2020)
Yichen Zhang, Shanshan Jia, Yajing Zheng, Zhaofei Yu, Yonghong Tian, Tiejun Huang, Jian K. Liu
Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks. CoRR (2019)
Yajing Zheng, Zhaofei Yu, Shanshan Jia, Jian K. Liu, Tiejun Huang, Yonghong Tian
Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation. CoRR (2019)
Yajing Zheng, Shixin Li, Rui Yan, Huajin Tang, Kay Chen Tan
Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Qi Yan, Yajing Zheng, Shanshan Jia, Yichen Zhang, Zhaofei Yu, Feng Chen, Yonghong Tian, Tiejun Huang, Jian K. Liu
Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks. CoRR (2018)