Cover Image

SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Jini, Oh, Beomseok, Kim, Seungryong, Kim, Sunok
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

TETO: Tracking Events with Teacher Observation for Motion Estimation and Frame Interpolation
by: Yang, Jini, et al.
Published: (2026)

A Prototype Unit for Image De-raining using Time-Lapse Data
by: Cho, Jaehoon, et al.
Published: (2024)

Match me if you can: Semi-Supervised Semantic Correspondence Learning with Unpaired Images
by: Kim, Jiwon, et al.
Published: (2023)

DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks
by: Kim, Minje, et al.
Published: (2025)

V-Warper: Appearance-Consistent Video Diffusion Personalization via Value Warping
by: Lee, Hyunkoo, et al.
Published: (2025)

Incorporating the Refractory Period into Spiking Neural Networks through Spike-Triggered Threshold Dynamics
by: Li, Yang, et al.
Published: (2025)

SpikeCLR: Contrastive Self-Supervised Learning for Few-Shot Event-Based Vision using Spiking Neural Networks
by: Vaillant, Maxime, et al.
Published: (2026)

Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
by: Yu, Kairong, et al.
Published: (2025)

Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2023)

ReSpike: Residual Frames-based Hybrid Spiking Neural Networks for Efficient Action Recognition
by: Xiao, Shiting, et al.
Published: (2024)

Event-Driven Learning for Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2024)

STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks
by: Zhang, Tianqing, et al.
Published: (2025)

Q-SNNs: Quantized Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2024)

Temporal Reversal Regularization for Spiking Neural Networks: Hybrid Spatio-Temporal Invariance for Generalization
by: Zuo, Lin, et al.
Published: (2024)

Revisiting Direct Encoding: Learnable Temporal Dynamics for Static Image Spiking Neural Networks
by: He, Huaxu
Published: (2025)

QP-SNN: Quantized and Pruned Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2025)

Robust Spiking Neural Networks Against Adversarial Attacks
by: Wang, Shuai, et al.
Published: (2026)

S$^2$NN: Sub-bit Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2025)

S^4M: Boosting Semi-Supervised Instance Segmentation with SAM
by: Yoon, Heeji, et al.
Published: (2025)

Temporal-adaptive Weight Quantization for Spiking Neural Networks
by: Zhang, Han, et al.
Published: (2025)

Learning A Spiking Neural Network for Efficient Image Deraining
by: Song, Tianyu, et al.
Published: (2024)

SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream
by: Zhu, Lin, et al.
Published: (2024)

SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
by: Ren, Hongwei, et al.
Published: (2023)

Time-independent Spiking Neuron via Membrane Potential Estimation for Efficient Spiking Neural Networks
by: Chen, Hanqi, et al.
Published: (2024)

Temporal Dynamics Enhancer for Directly Trained Spiking Object Detectors
by: Luo, Fan, et al.
Published: (2025)

TCJA-SNN: Temporal-Channel Joint Attention for Spiking Neural Networks
by: Zhu, Rui-Jie, et al.
Published: (2022)

Diffusion Model for Dense Matching
by: Nam, Jisu, et al.
Published: (2023)

Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks
by: Yu, Yi, et al.
Published: (2026)

Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
by: Liang, Yu, et al.
Published: (2025)

SpikeDet: Better Firing Patterns for Accurate and Energy-Efficient Object Detection with Spiking Neural Networks
by: Fan, Yimeng, et al.
Published: (2025)

Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks
by: Xiao, Yi, et al.
Published: (2025)

SpikeReg: Energy-Efficient 3D Deformable Medical Image Registration with Spiking Neural Networks
by: Barzili, Ali Mikaeili, et al.
Published: (2026)

Spike-NeRF: Neural Radiance Field Based On Spike Camera
by: Guo, Yijia, et al.
Published: (2024)

Advancing Spiking Neural Networks towards Multiscale Spatiotemporal Interaction Learning
by: Shan, Yimeng, et al.
Published: (2024)

SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
by: Chen, Kang, et al.
Published: (2024)

Autonomous Driving with Spiking Neural Networks
by: Zhu, Rui-Jie, et al.
Published: (2024)

Spiking Neural Networks Need High Frequency Information
by: Fang, Yuetong, et al.
Published: (2025)

Exploring the Potentials of Spiking Neural Networks for Image Deraining
by: Chen, Shuang, et al.
Published: (2025)

Spiking-DD: Neuromorphic Event Camera based Driver Distraction Detection with Spiking Neural Network
by: Shariff, Waseem, et al.
Published: (2024)

SpikeSMOKE: Spiking Neural Networks for Monocular 3D Object Detection with Cross-Scale Gated Coding
by: Chen, Xuemei, et al.
Published: (2025)