Search Results for author: Liang Shang

Found 4 papers, 1 papers with code

Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention

no code implementations10 Aug 2023 Liang Shang, Yanli Liu, Zhengyang Lou, Shuxue Quan, Nagesh Adluru, Bochen Guan, William A. Sethares

Convolutional neural networks (CNNs) and vision transformers (ViTs) have achieved remarkable success in various vision tasks.

SimHaze: game engine simulated data for real-world dehazing

no code implementations25 May 2023 Zhengyang Lou, Huan Xu, Fangzhou Mu, Yanli Liu, XiaoYu Zhang, Liang Shang, Jiang Li, Bochen Guan, Yin Li, Yu Hen Hu

Using a modern game engine, our approach renders crisp clean images and their precise depth maps, based on which high-quality hazy images can be synthesized for training dehazing models.

Depth Estimation Image Dehazing +1

Improved Input Reprogramming for GAN Conditioning

1 code implementation7 Jan 2022 Tuan Dinh, Daewon Seo, Zhixu Du, Liang Shang, Kangwook Lee

Motivated by real-world scenarios with scarce labeled data, we focus on the input reprogramming approach and carefully analyze the existing algorithm.

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