Sparse Temporal Encoding of Visual Features for Robust Object Recognition by Spiking Neurons. - Yajing Zheng; Shixin Li; Rui Yan 005; Huajin Tang; Kay Chen Tan (IEEE Trans. Neural Networks Learn. Syst., 2018)

Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks. - Yichen Zhang 002; Shanshan Jia 001; Yajing Zheng; Zhaofei Yu; Yonghong Tian 001; Tiejun Huang 001; Jian K. Liu (CoRR, 2019)

Reconstruction of natural visual scenes from neural spikes with deep neural networks. - Yichen Zhang 002; Shanshan Jia 001; Yajing Zheng; Zhaofei Yu; Yonghong Tian 001; Siwei Ma; Tiejun Huang 001; Jian K. Liu (Neural Networks, 2020)

Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation. - Yajing Zheng; Shanshan Jia 001; Zhaofei Yu; Tiejun Huang 001; Jian K. Liu; Yonghong Tian 001 (Neural Networks, 2020)

High-Speed Image Reconstruction Through Short-Term Plasticity for Spiking Cameras. - Yajing Zheng; Lingxiao Zheng; Zhaofei Yu; Boxin Shi; Yonghong Tian 001; Tiejun Huang 001 (CVPR, 2021)

Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks. - Yajing Zheng; Shanshan Jia 001; Zhaofei Yu; Jian K. Liu; Tiejun Huang 001 (Patterns, 2021)

1000x Faster Camera and Machine Vision with Ordinary Devices. - Tiejun Huang 001; Yajing Zheng; Zhaofei Yu; Rui Chen 006; Yuan Li 014; Ruiqin Xiong; Lei Ma 008; Junwei Zhao; Siwei Dong; Lin Zhu 012; Jianing Li 001; Shanshan Jia 001; et al. (CoRR, 2022)

Revealing Fine Structures of the Retinal Receptive Field by Deep-Learning Networks. - Qi Yan 005; Yajing Zheng; Shanshan Jia 001; Yichen Zhang 002; Zhaofei Yu; Feng Chen 007; Yonghong Tian 001; Tiejun Huang 001; Jian K. Liu (IEEE Trans. Cybern., 2022)

Enhancing Motion Deblurring in High-Speed Scenes with Spike Streams. - Shiyan Chen; Jiyuan Zhang; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (NeurIPS, 2023)

SpikeCV: Open a Continuous Computer Vision Era. - Yajing Zheng; Jiyuan Zhang; Rui Zhao 010; Jianhao Ding; Shiyan Chen; Ruiqin Xiong; Zhaofei Yu; Tiejun Huang 001 (CoRR, 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 001 (CoRR, 2023)

Spike-Based Motion Estimation for Object Tracking Through Bio-Inspired Unsupervised Learning. - Yajing Zheng; Zhaofei Yu; Song Wang 002; Tie-Jun Huang 001 (IEEE Trans. Image Process., 2023)

Capture the Moment: High-Speed Imaging With Spiking Cameras Through Short-Term Plasticity. - Yajing Zheng; Lingxiao Zheng; Zhaofei Yu; Tie-Jun Huang 001; Song Wang 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Transient Glimpses: Unveiling Occluded Backgrounds through the Spike Camera. - Jiyuan Zhang; Shiyan Chen; Yajing Zheng; Zhaofei Yu; Tiejun Huang 001 (AAAI, 2024)

Spike-guided Motion Deblurring with Unknown Modal Spatiotemporal Alignment. - Jiyuan Zhang; Shiyan Chen; Yajing Zheng; Zhaofei Yu; Tiejun Huang 001 (CVPR, 2024)

SpikeGS: 3D Gaussian Splatting from Spike Streams with High-Speed Camera Motion. - Jiyuan Zhang; Kang Chen; Shiyan Chen; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (ACM Multimedia, 2024)

SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams. - Kang Chen; Shiyan Chen; Jiyuan Zhang; Baoyue Zhang; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (NeurIPS, 2024)

Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation. - Yajing Zheng; Jiyuan Zhang; Zhaofei Yu; Tiejun Huang 001 (NeurIPS, 2024)

SpikeMM: Flexi-Magnification of High-Speed Micro-Motions. - Baoyue Zhang; Yajing Zheng; Shiyan Chen; Jiyuan Zhang; Kang Chen; Zhaofei Yu; Tiejun Huang 001 (CoRR, 2024)

Rethinking High-speed Image Reconstruction Framework with Spike Camera. - Kang Chen; Yajing Zheng; Tiejun Huang 003; Zhaofei Yu (AAAI, 2025)

USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting. - Kang Chen; Jiyuan Zhang; Zecheng Hao; Yajing Zheng; Tiejun Huang 001; Zhaofei Yu (CVPR, 2025)

Rethinking High-speed Image Reconstruction Framework with Spike Camera. - Kang Chen; Yajing Zheng; Tie-Jun Huang 001; Zhaofei Yu (CoRR, 2025)

SpikeDerain: Unveiling Clear Videos from Rainy Sequences Using Color Spike Streams. - Hanwen Liang; Xian Zhong; Wenxuan Liu; Yajing Zheng; Wenxin Huang; Zhaofei Yu; Tiejun Huang 001 (CoRR, 2025)