28 citations · 28 across the 4 of their papers we have counts for
4 papers
OpenLongTail: Generative Scaling of Long-Tail Driving Data
Lulin Liu, Nuo Chen, Yan Wang +15
Scaling robust driving policies is fundamentally bottlenecked by the scarcity of edge cases in curated datasets. While the real world continuously captures these critical events, s…
PIDNet: A Real-time Semantic Segmentation Network Inspired by PID Controllers
Jiacong Xu, Zixiang Xiong, Shankar P. Bhattacharyya
Two-branch network architecture has shown its efficiency and effectiveness in real-time semantic segmentation tasks. However, direct fusion of high-resolution details and low-frequ…
Deep Single Image Deraining using An Asymetric Cycle Generative and Adversarial Framework
Wei Liu, Rui Jiang, Cheng Chen +2
In reality, rain and fog are often present at the same time, which can greatly reduce the clarity and quality of the scene image. However, most unsupervised single image deraining…
Unpaired Quad-Path Cycle Consistent Adversarial Networks for Single Image Defogging
Wei Liu, Cheng Chen, Rui Jiang +2
Adversarial learning-based image defogging methods have been extensively studied in computer vision due to their remarkable performance. However, most existing methods have limited…