research
∙
05/15/2023
Screentone-Aware Manga Super-Resolution Using DeepLearning
Manga, as a widely beloved form of entertainment around the world, have ...
share
research
∙
05/07/2022
GenISP: Neural ISP for Low-Light Machine Cognition
Object detection in low-light conditions remains a challenging but impor...
research
∙
11/25/2021
A Dense Tensor Accelerator with Data Exchange Mesh for DNN and Vision Workloads
We propose a dense tensor accelerator called VectorMesh, a scalable, mem...
research
∙
10/20/2021
NOD: Taking a Closer Look at Detection under Extreme Low-Light Conditions with Night Object Detection Dataset
Recent work indicates that, besides being a challenge in producing perce...
research
∙
09/18/2020
GrateTile: Efficient Sparse Tensor Tiling for CNN Processing
We propose GrateTile, an efficient, hardwarefriendly data storage scheme...
research
∙
03/11/2020
xCos: An Explainable Cosine Metric for Face Verification Task
We study the XAI (explainable AI) on the face recognition task, particul...
research
∙
11/07/2019
MERIT: Tensor Transform for Memory-Efficient Vision Processing on Parallel Architectures
Computationally intensive deep neural networks (DNNs) are well-suited to...
research
∙
05/30/2017