IEEE

GAN-Based Encoder-Decoder Method for Image Deblurring

Abstract: Image deblurring is one of the classic tasks in the field of computer vision, holding significant research importance and practical value. The Multi-Input Multi-Output (MIMO) encoder-decoder ...
marktechpost

This AI Paper Proposes a Novel Dual-Branch Encoder-Decoder Architecture for Unsupervised ...

Most learning-based speech enhancement pipelines depend on paired clean–noisy recordings, which are expensive or impossible to collect at scale in real-world conditions. Unsupervised routes like ...
IEEE

Graph Anomaly Detection via Multi-Scale Reconstruction of Graph Encoder-Decoder Networks

Abstract: Existing unsupervised graph anomaly detection (GAD) methods can be categorized into reconstruction based methods and contrastive learning based methods. The principle of reconstruction ...