Search Results for author: Haoran Ma

Found 5 papers, 2 papers with code

VBIM-Net: Variational Born Iterative Network for Inverse Scattering Problems

no code implementations29 May 2024 Ziqing Xing, Zhaoyang Zhang, Zirui Chen, Yusong Wang, Haoran Ma, Zhun Wei, Gang Bao

In this article, we propose a novel Variational Born Iterative Network, namely, VBIM-Net, to solve the full-wave ISPs with significantly improved flexibility and inversion quality.

How does spatial structure affect psychological restoration? A method based on Graph Neural Networks and Street View Imagery

1 code implementation29 Nov 2023 Haoran Ma, Yan Zhang, Pengyuan Liu, Fan Zhang, Pengyu Zhu

In this work, a spatial-dependent graph neural networks (GNNs) approach is proposed to reveal the relation between spatial structure and restoration quality on an urban scale.

A natural language processing-based approach: mapping human perception by understanding deep semantic features in street view images

no code implementations29 Nov 2023 Haoran Ma, Dongdong Wu

However, this approach using only image-shallow information makes it difficult to comprehensively understand the deep semantic features of human perception of a scene.

Image Captioning Language Modelling +1

Text Semantics to Image Generation: A method of building facades design base on Stable Diffusion model

no code implementations23 Feb 2023 Haoran Ma

We first fine-tuned the Stable Diffusion model on the CMP Fa-cades dataset using the LoRA (Low-Rank Adaptation) approach, then we ap-ply the ControlNet model to further control the output.

Image Generation

Isolation Mondrian Forest for Batch and Online Anomaly Detection

1 code implementation8 Mar 2020 Haoran Ma, Benyamin Ghojogh, Maria N. Samad, Dongyu Zheng, Mark Crowley

We propose a new method, named isolation Mondrian forest (iMondrian forest), for batch and online anomaly detection.

Anomaly Detection Ensemble Learning +1

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