Search Results for author: RongNian Tang

Found 2 papers, 2 papers with code

SwinLSTM:Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM

1 code implementation19 Aug 2023 Song Tang, Chuang Li, Pu Zhang, RongNian Tang

In this paper, we propose a new recurrent cell, SwinLSTM, which integrates Swin Transformer blocks and the simplified LSTM, an extension that replaces the convolutional structure in ConvLSTM with the self-attention mechanism.

Video Prediction

SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM

1 code implementation ICCV 2023 Song Tang, Chuang Li, Pu Zhang, RongNian Tang

In this paper, we propose a new recurrent cell, SwinLSTM, which integrates Swin Transformer blocks and the simplified LSTM, an extension that replaces the convolutional structure in ConvLSTM with the self-attention mechanism.

Video Prediction

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