Description
Capsule Network is a machine learning system that is a type of artificial neural network that can be used to better model hierarchical relationships. The approach is an attempt to more closely mimic biological neural organization.
Papers Using This Method
FR-CapsNet: Enhancing Low-Resolution Image Classification via Frequency Routed Capsules2025-06-25Recommendation System in Advertising and Streaming Media: Unsupervised Data Enhancement Sequence Suggestions2025-03-23Discrete Wavelet Transform-Based Capsule Network for Hyperspectral Image Classification2025-01-08The Convergence of Dynamic Routing between Capsules2025-01-08A Novel Approach using CapsNet and Deep Belief Network for Detection and Identification of Oral Leukopenia2025-01-01Capsule Network Projectors are Equivariant and Invariant Learners2024-05-23OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning2024-03-20Capsule Neural Networks as Noise Stabilizer for Time Series Data2024-03-20Improved efficient capsule network for Kuzushiji-MNIST benchmark dataset classification2023-12-15Evaluating The Effectiveness of Capsule Neural Network in Toxic Comment Classification using Pre-trained BERT Embeddings2023-10-12PDR-CapsNet: an Energy-Efficient Parallel Approach to Dynamic Routing in Capsule Networks2023-10-041D-CapsNet-LSTM: A Deep Learning-Based Model for Multi-Step Stock Index Forecasting2023-10-03X-CapsNet For Fake News Detection2023-07-23RobCaps: Evaluating the Robustness of Capsule Networks against Affine Transformations and Adversarial Attacks2023-04-08Spatiotemporal Capsule Neural Network for Vehicle Trajectory Prediction2023-03-06GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation2023-03-01Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption2023-01-04$β$-CapsNet: Learning Disentangled Representation for CapsNet by Information Bottleneck2022-09-12Hybrid Gromov-Wasserstein Embedding for Capsule Learning2022-09-01CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition2022-07-18