Holistic Dynamic Frequency Transformer for Image Fusion and Exposure Correction

no code implementations • 3 Sep 2023 • Xiaoke Shang, Gehui Li, Zhiying Jiang, Shaomin Zhang, Nai Ding, JinYuan Liu

The correction of exposure-related issues is a pivotal component in enhancing the quality of images, offering substantial implications for various computer vision tasks.

Benchmarking Image Restoration

Emergent Bio-Functional Similarities in a Cortical-Spike-Train-Decoding Spiking Neural Network Facilitate Predictions of Neural Computation

no code implementations • 14 Mar 2023 • Tengjun Liu, Yansong Chua, Yiwei Zhang, Yuxiao Ning, Pengfu Liu, Guihua Wan, Zijun Wan, Shaomin Zhang, Weidong Chen

Despite its better bio-plausibility, goal-driven spiking neural network (SNN) has not achieved applicable performance for classifying biological spike trains, and showed little bio-functional similarities compared to traditional artificial neural networks.