Training a Custom CNN on Five Heterogeneous Image Datasets
Fuente:
arXiv
Saved in:
| Main Authors: | Tabassum, Anika, Tuba, Tasnuva Mahazabin, Naznin, Nafisa |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
SteelBlastQC: Shot-blasted Steel Surface Dataset with Interpretable Detection of Surface Defects
by: Ruzavina, Irina, et al.
Published: (2025)
by: Ruzavina, Irina, et al.
Published: (2025)
Reliable Brain Tumor Segmentation Based on Spiking Neural Networks with Efficient Training
by: Ghiardelli, Aurora Pia, et al.
Published: (2026)
by: Ghiardelli, Aurora Pia, et al.
Published: (2026)
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping
by: Broni-Bediako, Clifford, et al.
Published: (2024)
by: Broni-Bediako, Clifford, et al.
Published: (2024)
Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields
by: Lin, Ranxi, et al.
Published: (2025)
by: Lin, Ranxi, et al.
Published: (2025)
UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks
by: Qian, Yuanbin, et al.
Published: (2025)
by: Qian, Yuanbin, et al.
Published: (2025)
Towards Chip-in-the-loop Spiking Neural Network Training via Metropolis-Hastings Sampling
by: Safa, Ali, et al.
Published: (2024)
by: Safa, Ali, et al.
Published: (2024)
Expert-Adaptive Medical Image Segmentation
by: Hu, Binyan, et al.
Published: (2024)
by: Hu, Binyan, et al.
Published: (2024)
Object Detection using Event Camera: A MoE Heat Conduction based Detector and A New Benchmark Dataset
by: Wang, Xiao, et al.
Published: (2024)
by: Wang, Xiao, et al.
Published: (2024)
STOP: Spatiotemporal Orthogonal Propagation for Weight-Threshold-Leakage Synergistic Training of Deep Spiking Neural Networks
by: Gao, Haoran, et al.
Published: (2024)
by: Gao, Haoran, et al.
Published: (2024)
Stabilizing Direct Training of Spiking Neural Networks: Membrane Potential Initialization and Threshold-robust Surrogate Gradient
by: Kook, Hyunho, et al.
Published: (2025)
by: Kook, Hyunho, et al.
Published: (2025)
TinySeg: Model Optimizing Framework for Image Segmentation on Tiny Embedded Systems
by: Chae, Byungchul, et al.
Published: (2024)
by: Chae, Byungchul, et al.
Published: (2024)
Two-Stage Multi-task Self-Supervised Learning for Medical Image Segmentation
by: Hu, Binyan, et al.
Published: (2024)
by: Hu, Binyan, et al.
Published: (2024)
Revisiting Direct Encoding: Learnable Temporal Dynamics for Static Image Spiking Neural Networks
by: He, Huaxu
Published: (2025)
by: He, Huaxu
Published: (2025)
Order of Compression: A Systematic and Optimal Sequence to Combinationally Compress CNN
by: Shen, Yingtao, et al.
Published: (2024)
by: Shen, Yingtao, et al.
Published: (2024)
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation
by: Gu, Yuliang, et al.
Published: (2024)
by: Gu, Yuliang, et al.
Published: (2024)
An Automatic Detection Method for Hematoma Features in Placental Abruption Ultrasound Images Based on Few-Shot Learning
by: Liu, Xiaoqing, et al.
Published: (2025)
by: Liu, Xiaoqing, et al.
Published: (2025)
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector
by: Zhang, Weixiang, et al.
Published: (2024)
by: Zhang, Weixiang, et al.
Published: (2024)
Understanding the Role of Pathways in a Deep Neural Network
by: Lyu, Lei, et al.
Published: (2024)
by: Lyu, Lei, et al.
Published: (2024)
GazeSCRNN: Event-based Near-eye Gaze Tracking using a Spiking Neural Network
by: Groenen, Stijn, et al.
Published: (2025)
by: Groenen, Stijn, et al.
Published: (2025)
Neuro-Inspired Visual Pattern Recognition via Biological Reservoir Computing
by: Ciampi, Luca, et al.
Published: (2026)
by: Ciampi, Luca, et al.
Published: (2026)
Better, But Not Sufficient: Testing Video ANNs Against Macaque IT Dynamics
by: Dunnhofer, Matteo, et al.
Published: (2026)
by: Dunnhofer, Matteo, et al.
Published: (2026)
A neuromorphic model of the insect visual system for natural image processing
by: Hines, Adam D., et al.
Published: (2026)
by: Hines, Adam D., et al.
Published: (2026)
Neural Particle Automata: Learning Self-Organizing Particle Dynamics
by: Kim, Hyunsoo, et al.
Published: (2026)
by: Kim, Hyunsoo, et al.
Published: (2026)
Structure-Guided Diffusion Model for EEG-Based Visual Cognition Reconstruction
by: Lian, Yongxiang, et al.
Published: (2026)
by: Lian, Yongxiang, et al.
Published: (2026)
Scaling Up Resonate-and-Fire Networks for Fast Deep Learning
by: Huber, Thomas E., et al.
Published: (2025)
by: Huber, Thomas E., et al.
Published: (2025)
TDSNNs: Competitive Topographic Deep Spiking Neural Networks for Visual Cortex Modeling
by: Zhou, Deming, et al.
Published: (2025)
by: Zhou, Deming, et al.
Published: (2025)
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)
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking
by: Yang, Jingjun, et al.
Published: (2025)
by: Yang, Jingjun, et al.
Published: (2025)
A Hybrid Deep Learning and Forensic Approach for Robust Deepfake Detection
by: Aribe Jr, Sales
Published: (2025)
by: Aribe Jr, Sales
Published: (2025)
Frozen Backpropagation: Relaxing Weight Symmetry in Deep Spiking Neural Networks
by: Goupy, Gaspard, et al.
Published: (2025)
by: Goupy, Gaspard, et al.
Published: (2025)
ESC: Evolutionary Stitched Camera Calibration in the Wild
by: Rypeść, Grzegorz, et al.
Published: (2024)
by: Rypeść, Grzegorz, et al.
Published: (2024)
A Novel Structure-Agnostic Multi-Objective Approach for Weight-Sharing Compression in Deep Neural Networks
by: Khosrowshahli, Rasa, et al.
Published: (2025)
by: Khosrowshahli, Rasa, et al.
Published: (2025)
Memory-Free and Parallel Computation for Quantized Spiking Neural Networks
by: Zhang, Dehao, et al.
Published: (2025)
by: Zhang, Dehao, et al.
Published: (2025)
Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network
by: Cheng, Hao, et al.
Published: (2023)
by: Cheng, Hao, et al.
Published: (2023)
Context-aware Sparse Spatiotemporal Learning for Event-based Vision
by: Wang, Shenqi, et al.
Published: (2025)
by: Wang, Shenqi, et al.
Published: (2025)
Retina : Low-Power Eye Tracking with Event Camera and Spiking Hardware
by: Bonazzi, Pietro, et al.
Published: (2023)
by: Bonazzi, Pietro, et al.
Published: (2023)
Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection
by: Wang, Shenqi, et al.
Published: (2025)
by: Wang, Shenqi, et al.
Published: (2025)
Regularizing Differentiable Architecture Search with Smooth Activation
by: Zhou, Yanlin, et al.
Published: (2025)
by: Zhou, Yanlin, et al.
Published: (2025)
Dynamic Event-based Optical Identification and Communication
by: von Arnim, Axel, et al.
Published: (2023)
by: von Arnim, Axel, et al.
Published: (2023)
Similar Items
-
Energy-Aware Spike Budgeting for Continual Learning in Spiking Neural Networks for Neuromorphic Vision
by: Meem, Anika Tabassum, et al.
Published: (2026) -
SteelBlastQC: Shot-blasted Steel Surface Dataset with Interpretable Detection of Surface Defects
by: Ruzavina, Irina, et al.
Published: (2025) -
Reliable Brain Tumor Segmentation Based on Spiking Neural Networks with Efficient Training
by: Ghiardelli, Aurora Pia, et al.
Published: (2026) -
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping
by: Broni-Bediako, Clifford, et al.
Published: (2024) -
Adaptive Time-step Training for Enhancing Spike-Based Neural Radiance Fields
by: Lin, Ranxi, et al.
Published: (2025)