Description
A Dilated Causal Convolution is a causal convolution where the filter is applied over an area larger than its length by skipping input values with a certain step. A dilated causal convolution effectively allows the network to have very large receptive fields with just a few layers.
Papers Using This Method
Aliasing Reduction in Neural Amp Modeling by Smoothing Activations2025-05-07WaveNet-Volterra Neural Networks for Active Noise Control: A Fully Causal Approach2025-04-06An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention Networks2025-02-25Explore the Use of Time Series Foundation Model for Car-Following Behavior Analysis2025-01-13Autoregressive Speech Synthesis with Next-Distribution Prediction2024-12-22SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild2024-12-20Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study2024-12-17Deep Learning-Based Approach for Identification and Compensation of Nonlinear Distortions in Parametric Array Loudspeakers2024-12-02Islanding Detection for Active Distribution Networks Using WaveNet+UNet Classifier2024-10-17RF Challenge: The Data-Driven Radio Frequency Signal Separation Challenge2024-09-13InstructSing: High-Fidelity Singing Voice Generation via Instructing Yourself2024-09-10Leveraging WaveNet for Dynamic Listening Head Modeling from Speech2024-09-08Training Universal Vocoders with Feature Smoothing-Based Augmentation Methods for High-Quality TTS Systems2024-09-04ACCO: Automated Causal CNN Scheduling Optimizer for Real-Time Edge Accelerators2024-06-11Multi-scale modeling of Snail-mediated response to hypoxia in tumor progression2024-04-25Synthesizing Audio from Silent Video using Sequence to Sequence Modeling2024-04-25Foundational GPT Model for MEG2024-04-14A Novel Approach to WaveNet Architecture for RF Signal Separation with Learnable Dilation and Data Augmentation2024-02-08Forecasting VIX using Bayesian Deep Learning2024-01-30Modeling how and why aquatic vegetation removal can free rural households from poverty-disease traps2024-01-30