2 papers
cs.CV2024
Text in the Dark: Extremely Low-Light Text Image Enhancement
Che-Tsung Lin, Chun Chet Ng, Zhi Qin Tan +7
Extremely low-light text images are common in natural scenes, making scene text detection and recognition challenging. One solution is to enhance these images using low-light image…
cs.LG2021
AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural Networks
Huu Le, Rasmus Kjær Høier, Che-Tsung Lin +1
We propose a new algorithm for training deep neural networks (DNNs) with binary weights. In particular, we first cast the problem of training binary neural networks (BiNNs) as a bi…