Spiking Denoising Diffusion Probabilistic Models

29 June 2023

Jiahang Cao

Ziqing Wang

Hanzhong Guo

Haotai Cheng

Qiang Zhang

Renjing Xu

DiffM

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Papers citing "Spiking Denoising Diffusion Probabilistic Models"

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Title
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism Linghao Feng Dongcheng Zhao Sicheng Shen Yi Zeng 60 0 0 31 Mar 2025
Underwater Image Enhancement by Convolutional Spiking Neural Networks Vidya Sudevan F. Zayer Rizwana Kausar S. Javed Hamad Karki G. D. Masi Jorge Dias 68 1 0 26 Mar 2025
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network Z. Wang Yuetong Fang Jiahang Cao Hongwei Ren Renjing Xu 70 2 0 18 Dec 2024
Spiking Graph Neural Network on Riemannian Manifolds Li Sun Zhenhao Huang Qiqi Wan Hao Peng Philip S. Yu GNN AI4CE 20 1 0 23 Oct 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 45 0 0 03 Oct 2024
Data Poisoning-based Backdoor Attack Framework against Supervised Learning Rules of Spiking Neural Networks Lingxin Jin Meiyu Lin Wei Jiang Jinyu Zhan AAML SILM 16 2 0 24 Sep 2024
SDP: Spiking Diffusion Policy for Robotic Manipulation with Learnable Channel-Wise Membrane Thresholds Zhixing Hou Maoxu Gao Hang Yu Mengyu Yang Chio-in Ieong 33 1 0 17 Sep 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 33 2 0 29 Aug 2024
Autonomous Driving with Spiking Neural Networks Rui-Jie Zhu Ziqing Wang Leilani H. Gilpin Jason Eshraghian 24 6 0 30 May 2024
Time Cell Inspired Temporal Codebook in Spiking Neural Networks for Enhanced Image Generation Linghao Feng Dongcheng Zhao Sicheng Shen Yiting Dong Guobin Shen Yi Zeng 25 2 0 23 May 2024
SDiT: Spiking Diffusion Model with Transformer Shu Yang Hanzhi Ma Chengting Yu Aili Wang Er-ping Li DiffM 25 4 0 18 Feb 2024
Fully Spiking Denoising Diffusion Implicit Models Ryo Watanabe Yusuke Mukuta Tatsuya Harada DiffM 18 3 0 04 Dec 2023
Pursing the Sparse Limitation of Spiking Deep Learning Structures Hao-Ran Cheng Jiahang Cao Erjia Xiao Mengshu Sun Le Yang Jize Zhang Xue Lin B. Kailkhura Kaidi Xu Renjing Xu 11 1 0 18 Nov 2023
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network Hao Cheng Jiahang Cao Erjia Xiao Mengshu Sun Renjing Xu 20 2 0 23 Sep 2023
Chasing Day and Night: Towards Robust and Efficient All-Day Object Detection Guided by an Event Camera Jiahang Cao Xueye Zheng Y. Lyu Jiaxu Wang Renjing Xu Lin Wang 8 14 0 17 Sep 2023
Optimal ANN-SNN Conversion for High-accuracy and Ultra-low-latency Spiking Neural Networks Tong Bu Wei Fang Jianhao Ding Penglin Dai Zhaofei Yu Tiejun Huang 105 193 0 08 Mar 2023
Equivariant Energy-Guided SDE for Inverse Molecular Design Fan Bao Min Zhao Zhongkai Hao Pei‐Yun Li Chongxuan Li Jun Zhu DiffM 170 63 0 30 Sep 2022
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 143 236 0 29 Sep 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 112 242 0 24 Feb 2022
Training Feedback Spiking Neural Networks by Implicit Differentiation on the Equilibrium State Mingqing Xiao Qingyan Meng Zongpeng Zhang Yisen Wang Zhouchen Lin 98 59 0 29 Sep 2021
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks Shi-Wee Deng Shi Gu 116 197 0 28 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 121 474 0 08 Feb 2021