2025
Proxy Target: Bridging the Gap Between Discrete Spiking Neural Networks and Continuous Control.
CoRR, May, 2025
MSAM-YOLO: An improved YOLO v8 based on attention mechanism for grape leaf disease identification method.
J. Comput. Methods Sci. Eng., 2025
2024
Art image inpainting via embedding multiple attention dilated convolutions.
Multim. Tools Appl., April, 2024
Converting High-Performance and Low-Latency SNNs through Explicit Modelling of Residual Error in ANNs.
CoRR, 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
Towards High-performance Spiking Transformers from ANN to SNN Conversion.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
Enhancing Adversarial Robustness in SNNs with Sparse Gradients.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Robust Stable Spiking Neural Networks.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Online Stabilization of Spiking Neural Networks.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Towards Energy Efficient Spiking Neural Networks: An Unstructured Pruning Framework.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Enhancing the Robustness of Spiking Neural Networks with Stochastic Gating Mechanisms.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence.
CoRR, 2023
Spike timing reshapes robustness against attacks in spiking neural networks.
CoRR, 2023
SpikeCV: Open a Continuous Computer Vision Era.
CoRR, 2023
Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Rate Gradient Approximation Attack Threats Deep Spiking Neural Networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
3D Scene Modeling Method based on Sparse Representation.
Proceedings of the 2023 5th Asia Pacific Information Technology Conference, 2023
Reducing ANN-SNN Conversion Error through Residual Membrane Potential.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Temporal Effective Batch Normalization in Spiking Neural Networks.
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
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks.
Proceedings of the Tenth International Conference on Learning Representations, 2022
Optimized Potential Initialization for Low-Latency Spiking Neural Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
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
2020
A Fixed point view: A Model-Based Clustering Framework.
CoRR, 2020
2018
An adaptive control momentum method as an optimizer in the cloud.
Future Gener. Comput. Syst., 2018
System Design of ATSC3.0 Broadcast Gateway Based on CPU-FPGA.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018
2013
An HOG-CT human detector with histogram-based search.
Multim. Tools Appl., 2013