Spiking Denoising Diffusion Probabilistic Models

29 June 2023

Jiahang Cao

Ziqing Wang

Hanzhong Guo

Haotai Cheng

Qiang Zhang

Renjing Xu

DiffM

ArXiv PDF HTML

Papers citing "Spiking Denoising Diffusion Probabilistic Models"

22 / 22 papers shown

Title
Biologically Inspired Spiking Diffusion Model with Adaptive Lateral Selection Mechanism Linghao Feng Dongcheng Zhao Sicheng Shen Yi Zeng 67 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 71 1 0 26 Mar 2025
Adaptive Calibration: A Unified Conversion Framework of Spiking Neural Network Zehua Wang Yuetong Fang Jiahang Cao Hongwei Ren Renjing Xu 89 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 29 2 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 50 1 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 26 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 45 1 0 17 Sep 2024
Spiking Diffusion Models Jiahang Cao Hanzhong Guo Ziqing Wang Deming Zhou Hao Cheng Qiang Zhang Renjing Xu DiffM 53 3 0 29 Aug 2024
Autonomous Driving with Spiking Neural Networks Rui-Jie Zhu Ziqing Wang Leilani H. Gilpin Jason Eshraghian 43 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 49 2 0 23 May 2024
SDiT: Spiking Diffusion Model with Transformer Shu Yang Hanzhi Ma Chengting Yu Aili Wang Er-ping Li DiffM 38 4 0 18 Feb 2024
Fully Spiking Denoising Diffusion Implicit Models Ryo Watanabe Yusuke Mukuta Tatsuya Harada DiffM 29 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 16 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 28 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 32 15 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 113 196 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 193 64 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 145 243 0 29 Sep 2022
Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting Shi-Wee Deng Yuhang Li Shanghang Zhang Shi Gu 131 245 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 111 60 0 29 Sep 2021
Optimal Conversion of Conventional Artificial Neural Networks to Spiking Neural Networks Shi-Wee Deng Shi Gu 124 200 0 28 Feb 2021
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 123 479 0 08 Feb 2021