Zhaofei Yu
Orcid: 0000-0003-0683-6936
According to our database1,
Zhaofei Yu
authored at least 136 papers
between 2015 and 2025.
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Bibliography
2025
IEEE Trans. Pattern Anal. Mach. Intell., March, 2025
IEEE Trans. Neural Networks Learn. Syst., February, 2025
IEEE Trans. Cogn. Dev. Syst., February, 2025
CoRR, January, 2025
2024
Converting Artificial Neural Networks to Ultralow-Latency Spiking Neural Networks for Action Recognition.
IEEE Trans. Cogn. Dev. Syst., August, 2024
IEEE Trans. Circuits Syst. Video Technol., June, 2024
IEEE Trans. Mob. Comput., March, 2024
SpiReco: Fast and Efficient Recognition of High-Speed Moving Objects With Spike Camera.
IEEE Trans. Circuits Syst. Video Technol., 2024
CoRR, 2024
USP-Gaussian: Unifying Spike-based Image Reconstruction, Pose Correction and Gaussian Splatting.
CoRR, 2024
CoRR, 2024
Training-free Conversion of Pretrained ANNs to SNNs for Low-Power and High-Performance Applications.
CoRR, 2024
Converting High-Performance and Low-Latency SNNs through Explicit Modelling of Residual Error in ANNs.
CoRR, 2024
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model.
CoRR, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Continuous Spatiotemporal Events Decoupling through Spike-based Bayesian Computation.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
LM-HT SNN: Enhancing the Performance of SNN to ANN Counterpart through Learnable Multi-hierarchical Threshold Model.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Towards Low-latency Event-based Visual Recognition with Hybrid Step-wise Distillation Spiking Neural Networks.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Real-time Parameter Evaluation of High-speed Microfluidic Droplets using Continuous Spike Streams.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
A Progressive Training Framework for Spiking Neural Networks with Learnable Multi-hierarchical Model.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Exploring Efficient Asymmetric Blind-Spots for Self-Supervised Denoising in Real-World Scenarios.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
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.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
IEEE Trans. Neural Networks Learn. Syst., April, 2023
Spike-Based Motion Estimation for Object Tracking Through Bio-Inspired Unsupervised Learning.
IEEE Trans. Image Process., 2023
PLoS Comput. Biol., 2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence.
CoRR, 2023
Unveiling the Potential of Spike Streams for Foreground Occlusion Removal from Densely Continuous Views.
CoRR, 2023
CoRR, 2023
Training Neural Networks without Backpropagation: A Deeper Dive into the Likelihood Ratio Method.
CoRR, 2023
Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability.
CoRR, 2023
Exploring Asymmetric Tunable Blind-Spots for Self-supervised Denoising in Real-World Scenarios.
CoRR, 2023
CoRR, 2023
Exploring Loss Functions for Time-based Training Strategy in Spiking Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Complementary Intrinsics from Neural Radiance Fields and CNNs for Outdoor Scene Relighting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Learning Temporal-Ordered Representation for Spike Streams Based on Discrete Wavelet Transforms.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Distributed Algorithm for Task Offloading in Vehicular Networks With Hybrid Fog/Cloud Computing.
IEEE Trans. Syst. Man Cybern. Syst., 2022
A Probabilistic Approach for Cooperative Computation Offloading in MEC-Assisted Vehicular Networks.
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
Reconstructing Clear Image for High-Speed Motion Scene With a Retina-Inspired Spike Camera.
IEEE Trans. Computational Imaging, 2022
Patterns, 2022
Structure inference of networked system with the synergy of deep residual network and fully connected layer network.
Neural Networks, 2022
Decoding Pixel-Level Image Features From Two-Photon Calcium Signals of Macaque Visual Cortex.
Neural Comput., 2022
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches.
Int. J. Autom. Comput., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks.
Proceedings of the International Conference on Machine Learning, 2022
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
PLoS Comput. Biol., 2021
Unraveling neural coding of dynamic natural visual scenes via convolutional recurrent neural networks.
Patterns, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Asynchronous Deep Reinforcement Learning for Data-Driven Task Offloading in MEC-Empowered Vehicular Networks.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021
Optimal ANN-SNN Conversion for Fast and Accurate Inference in Deep Spiking Neural Networks.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Multi-Armed Bandit Learning for Computation-Intensive Services in MEC-Empowered Vehicular Networks.
IEEE Trans. Veh. Technol., 2020
Emergent Inference of Hidden Markov Models in Spiking Neural Networks Through Winner-Take-All.
IEEE Trans. Cybern., 2020
Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks.
IEEE Trans. Cogn. Dev. Syst., 2020
Probabilistic inference of binary Markov random fields in spiking neural networks through mean-field approximation.
Neural Networks, 2020
Reconstruction of natural visual scenes from neural spikes with deep neural networks.
Neural Networks, 2020
SDARE: A stacked denoising autoencoder method for game dynamics network structure reconstruction.
Neural Networks, 2020
Frontiers Comput. Neurosci., 2020
2019
IEEE Trans. Cybern., 2019
Sensors, 2019
Cooperative Temporal Data Dissemination in SDN-Based Heterogeneous Vehicular Networks.
IEEE Internet Things J., 2019
Neurocomputing, 2019
Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks.
CoRR, 2019
IEEE Access, 2019
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
A Learning Algorithm for Real-Time Service in Vehicular Networks with Mobile-Edge Computing.
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Design and Implementation of a Noncontact Sleep Monitoring System Using Infrared Cameras and Motion Sensor.
IEEE Trans. Instrum. Meas., 2018
Characterizing Neuronal Circuits with Spike-triggered Non-negative Matrix Factorization.
CoRR, 2018
CoRR, 2018
Appl. Math. Comput., 2018
Appl. Math. Comput., 2018
Proceedings of the 26th Euromicro International Conference on Parallel, 2018
An Adaptive Task Assignment Scheme for Data Service in Heterogeneous Vehicular Networks.
Proceedings of the 2018 IEEE International Conference on Networking, 2018
2017
Neural network implementation of inference on binary Markov random fields with probability coding.
Appl. Math. Comput., 2017
2016
Neurocomputing, 2016
CoRR, 2016
2015
Int. J. Approx. Reason., 2015