SpikeCLR: Contrastive Self-Supervised Learning for Few-Shot Event-Based Vision using Spiking Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Vaillant, Maxime, Carlier, Axel, Ng, Lai Xing, Hurter, Christophe, Cottereau, Benoit R. |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks
by: Karilanova, Sanja, et al.
Published: (2024)
by: Karilanova, Sanja, et al.
Published: (2024)
Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models
by: Khoury, Karim El, et al.
Published: (2025)
by: Khoury, Karim El, et al.
Published: (2025)
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies
by: Kong, Lingdong, et al.
Published: (2024)
by: Kong, Lingdong, et al.
Published: (2024)
EventFly: Event Camera Perception from Ground to the Sky
by: Kong, Lingdong, et al.
Published: (2025)
by: Kong, Lingdong, et al.
Published: (2025)
Contrastive-Signal-Dependent Plasticity: Self-Supervised Learning in Spiking Neural Circuits
by: Ororbia, Alexander
Published: (2023)
by: Ororbia, Alexander
Published: (2023)
SpikeCLIP: A Contrastive Language-Image Pretrained Spiking Neural Network
by: Lv, Changze, et al.
Published: (2023)
by: Lv, Changze, et al.
Published: (2023)
SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks
by: Yang, Jini, et al.
Published: (2025)
by: Yang, Jini, et al.
Published: (2025)
One-Stage Top-$k$ Learning-to-Defer: Score-Based Surrogates with Theoretical Guarantees
by: Montreuil, Yannis, et al.
Published: (2025)
by: Montreuil, Yannis, et al.
Published: (2025)
Event-Driven Neuromorphic Vision Enables Energy-Efficient Visual Place Recognition
by: Keime, Geoffroy, et al.
Published: (2026)
by: Keime, Geoffroy, et al.
Published: (2026)
Direct-to-Event Spiking Neural Network Transfer
by: Luu, Nhan Trong, et al.
Published: (2026)
by: Luu, Nhan Trong, et al.
Published: (2026)
Event-Driven Learning for Spiking Neural Networks
by: Wei, Wenjie, et al.
Published: (2024)
by: Wei, Wenjie, et al.
Published: (2024)
Supervised Spike Agreement Dependent Plasticity for Fast Local Learning in Spiking Neural Networks
by: S, Gouri Lakshmi, et al.
Published: (2026)
by: S, Gouri Lakshmi, et al.
Published: (2026)
Time Is All It Takes: Spike-Retiming Attacks on Event-Driven Spiking Neural Networks
by: Yu, Yi, et al.
Published: (2026)
by: Yu, Yi, et al.
Published: (2026)
SpikingResformer: Bridging ResNet and Vision Transformer in Spiking Neural Networks
by: Shi, Xinyu, et al.
Published: (2024)
by: Shi, Xinyu, et al.
Published: (2024)
Event-based Neural Spike Detection Using Spiking Neural Networks for Neuromorphic iBMI Systems
by: Hwang, Chanwook, et al.
Published: (2025)
by: Hwang, Chanwook, et al.
Published: (2025)
Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning
by: Xu, Qi, et al.
Published: (2025)
by: Xu, Qi, et al.
Published: (2025)
PETNet -- Coincident Particle Event Detection using Spiking Neural Networks
by: Debus, Jan, et al.
Published: (2025)
by: Debus, Jan, et al.
Published: (2025)
Integration of Contrastive Predictive Coding and Spiking Neural Networks
by: Bilgiç, Emirhan, et al.
Published: (2025)
by: Bilgiç, Emirhan, et al.
Published: (2025)
Network-Optimised Spiking Neural Network for Event-Driven Networking
by: Bilal, Muhammad
Published: (2025)
by: Bilal, Muhammad
Published: (2025)
Spiking-DD: Neuromorphic Event Camera based Driver Distraction Detection with Spiking Neural Network
by: Shariff, Waseem, et al.
Published: (2024)
by: Shariff, Waseem, et al.
Published: (2024)
SpikePoint: An Efficient Point-based Spiking Neural Network for Event Cameras Action Recognition
by: Ren, Hongwei, et al.
Published: (2023)
by: Ren, Hongwei, et al.
Published: (2023)
Spiking Neural Network as Adaptive Event Stream Slicer
by: Cao, Jiahang, et al.
Published: (2024)
by: Cao, Jiahang, et al.
Published: (2024)
Learning with Spike Synchrony in Spiking Neural Networks
by: Tian, Yuchen, et al.
Published: (2025)
by: Tian, Yuchen, et al.
Published: (2025)
Energy-Aware Spike Budgeting for Continual Learning in Spiking Neural Networks for Neuromorphic Vision
by: Meem, Anika Tabassum, et al.
Published: (2026)
by: Meem, Anika Tabassum, et al.
Published: (2026)
EEvAct: Early Event-Based Action Recognition with High-Rate Two-Stream Spiking Neural Networks
by: Neumeier, Michael, et al.
Published: (2025)
by: Neumeier, Michael, et al.
Published: (2025)
SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
by: Xing, Xingrun, et al.
Published: (2024)
by: Xing, Xingrun, et al.
Published: (2024)
Adversarial Robustness in Two-Stage Learning-to-Defer: Algorithms and Guarantees
by: Montreuil, Yannis, et al.
Published: (2025)
by: Montreuil, Yannis, et al.
Published: (2025)
Beyond Augmented-Action Surrogates for Multi-Expert Learning-to-Defer
by: Montreuil, Yannis, et al.
Published: (2026)
by: Montreuil, Yannis, et al.
Published: (2026)
Why Ask One When You Can Ask $k$? Learning-to-Defer to the Top-$k$ Experts
by: Montreuil, Yannis, et al.
Published: (2025)
by: Montreuil, Yannis, et al.
Published: (2025)
Stochastic Spiking Neural Networks with First-to-Spike Coding
by: Jiang, Yi, et al.
Published: (2024)
by: Jiang, Yi, et al.
Published: (2024)
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition
by: Yang, Siyuan, et al.
Published: (2025)
by: Yang, Siyuan, et al.
Published: (2025)
Timing-Based Backpropagation in Spiking Neural Networks Without Single-Spike Restrictions
by: Yamamoto, Kakei, et al.
Published: (2022)
by: Yamamoto, Kakei, et al.
Published: (2022)
Neuromorphic Spiking Neural Network Based Classification of COVID-19 Spike Sequences
by: Murad, Taslim, et al.
Published: (2024)
by: Murad, Taslim, et al.
Published: (2024)
Optimising Event-Driven Spiking Neural Network with Regularisation and Cutoff
by: Wu, Dengyu, et al.
Published: (2023)
by: Wu, Dengyu, et al.
Published: (2023)
Efficient Event-based Delay Learning in Spiking Neural Networks
by: Mészáros, Balázs, et al.
Published: (2025)
by: Mészáros, Balázs, et al.
Published: (2025)
A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks
by: Li, Jintang, et al.
Published: (2023)
by: Li, Jintang, et al.
Published: (2023)
Online Learning-to-Defer with Varying Experts
by: Duy, Dang Hoang, et al.
Published: (2026)
by: Duy, Dang Hoang, et al.
Published: (2026)
On Reducing Activity with Distillation and Regularization for Energy Efficient Spiking Neural Networks
by: Louis, Thomas, et al.
Published: (2024)
by: Louis, Thomas, et al.
Published: (2024)
Parallel Spiking Unit for Efficient Training of Spiking Neural Networks
by: Li, Yang, et al.
Published: (2024)
by: Li, Yang, et al.
Published: (2024)
Spike Accumulation Forwarding for Effective Training of Spiking Neural Networks
by: Saiin, Ryuji, et al.
Published: (2023)
by: Saiin, Ryuji, et al.
Published: (2023)
Similar Items
-
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks
by: Karilanova, Sanja, et al.
Published: (2024) -
Few-Shot Adaptation Benchmark for Remote Sensing Vision-Language Models
by: Khoury, Karim El, et al.
Published: (2025) -
OpenESS: Event-based Semantic Scene Understanding with Open Vocabularies
by: Kong, Lingdong, et al.
Published: (2024) -
EventFly: Event Camera Perception from Ground to the Sky
by: Kong, Lingdong, et al.
Published: (2025) -
Contrastive-Signal-Dependent Plasticity: Self-Supervised Learning in Spiking Neural Circuits
by: Ororbia, Alexander
Published: (2023)