Zobrazeno 1 - 10
of 128
pro vyhledávání: '"Kim, Shiho"'
This paper proposes Pix2Next, a novel image-to-image translation framework designed to address the challenge of generating high-quality Near-Infrared (NIR) images from RGB inputs. Our approach leverages a state-of-the-art Vision Foundation Model (VFM
Externí odkaz:
http://arxiv.org/abs/2409.16706
Despite the rapid improvement of autonomous driving technology in recent years, automotive manufacturers must resolve liability issues to commercialize autonomous passenger car of SAE J3016 Level 3 or higher. To cope with the product liability law, m
Externí odkaz:
http://arxiv.org/abs/2211.10237
Deep Reinforcement Learning (DRL) aims to create intelligent agents that can learn to solve complex problems efficiently in a real-world environment. Typically, two learning goals: adaptation and generalization are used for baselining DRL algorithm's
Externí odkaz:
http://arxiv.org/abs/2202.08444
Autor:
Bae, Il, Moon, Jaeyoung, Jhung, Junekyo, Suk, Ho, Kim, Taewoo, Park, Hyungbin, Cha, Jaekwang, Kim, Jinhyuk, Kim, Dohyun, Kim, Shiho
This paper issues an integrated control system of self-driving autonomous vehicles based on the personal driving preference to provide personalized comfortable driving experience to autonomous vehicle users. We propose an Occupant's Preference Metric
Externí odkaz:
http://arxiv.org/abs/2001.03908
Computationally intensive Inference tasks of Deep neural networks have enforced revolution of new accelerator architecture to reduce power consumption as well as latency. The key figure of merit in hardware inference accelerators is the number of mul
Externí odkaz:
http://arxiv.org/abs/1909.04551
We propose a Digital Neuron, a hardware inference accelerator for convolutional deep neural networks with integer inputs and integer weights for embedded systems. The main idea to reduce circuit area and power consumption is manipulating dot products
Externí odkaz:
http://arxiv.org/abs/1812.07517
Publikováno v:
In Engineering Applications of Artificial Intelligence November 2022 116