1 code implementation • 7 Feb 2024 • Yuhong He, Aiwen Jiang, Lingfang Jiang, Zhifeng Wang, Lu Wang
Transformers have recently emerged as a significant force in the field of image deraining.
1 code implementation • 11 Dec 2023 • Qiuhai Yan, Aiwen Jiang, Kang Chen, Long Peng, Qiaosi Yi, Chunjie Zhang
In this paper, an effective textual prompt guided image restoration model has been proposed.
no code implementations • 24 Jan 2022 • Liangliang Xu, Daoming Lyu, Yangchen Pan, Aiwen Jiang, Bo Liu
This paper proposes Short-Term VOlatility-controlled Policy Search (STOPS), a novel algorithm that solves risk-averse problems by learning from short-term trajectories instead of long-term trajectories.
no code implementations • 24 Feb 2021 • Qiaosi Yi, Juncheng Li, Faming Fang, Aiwen Jiang, Guixu Zhang
To achieve this, we propose a Multi-scale Topological Network (MSTN) to fully explore the features at different scales.
no code implementations • 5 Jan 2021 • Qiaosi Yi, Yunxing Liu, Aiwen Jiang, Juncheng Li, Kangfu Mei, Mingwen Wang
Although the emergence of deep learning has greatly promoted the development of this field, crowd counting under cluttered background is still a serious challenge.
1 code implementation • 4 Oct 2018 • Kangfu Mei, Aiwen Jiang, Juncheng Li, Mingwen Wang
Most of them follow a classic atmospheric scattering model which is an elegant simplified physical model based on the assumption of single-scattering and homogeneous atmospheric medium.
1 code implementation • 3 Oct 2018 • Kangfu Mei, Aiwen Jiang, Juncheng Li, Jihua Ye, Mingwen Wang
Recent works on single-image super-resolution are concentrated on improving performance through enhancing spatial encoding between convolutional layers.
no code implementations • 18 Nov 2015 • Aiwen Jiang, Fang Wang, Fatih Porikli, Yi Li
We then feed the episodes to a standard question answering module together with the contextual visual information and linguistic information.