Search Results for author: Yuanyuan Huang

Found 5 papers, 2 papers with code

SRNDiff: Short-term Rainfall Nowcasting with Condition Diffusion Model

no code implementations21 Feb 2024 XuDong Ling, Chaorong Li, Fengqing Qin, Peng Yang, Yuanyuan Huang

Diffusion models are widely used in image generation because they can generate high-quality and realistic samples.

Denoising Image Generation +1

Two-stage Rainfall-Forecasting Diffusion Model

1 code implementation20 Feb 2024 XuDong Ling, Chaorong Li, Fengqing Qin, LiHong Zhu, Yuanyuan Huang

The task of the second stage is to reconstruct the low-resolution images generated in the first stage into high-resolution images.

Sequential Random Network for Fine-grained Image Classification

no code implementations12 Mar 2021 Chaorong Li, Malu Zhang, Wei Huang, Fengqing Qin, Anping Zeng, Yuanyuan Huang

To address this issue, we use the proposed SRN which composed of BiLSTM and several Tanh-Dropout blocks (called BiLSTM-TDN), to further process DCNN one-dimensional features for highlighting the detail information of image.

Classification

COOKIE: Contrastive Cross-Modal Knowledge Sharing Pre-Training for Vision-Language Representation

1 code implementation ICCV 2021 Keyu Wen, Jin Xia, Yuanyuan Huang, Linyang Li, Jiayan Xu, Jie Shao

There are two key designs in it, one is the weight-sharing transformer on top of the visual and textual encoders to align text and image semantically, the other is three kinds of contrastive learning designed for sharing knowledge between different modalities.

Contrastive Learning Cross-Modal Retrieval +3

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