Convolutional Tensor-Train LSTM for Spatio-temporal Learning

Convolutional Tensor-Train LSTM for Spatio-temporal Learning

21 February 2020

Furong Huang

Anima Anandkumar

Papers citing "Convolutional Tensor-Train LSTM for Spatio-temporal Learning"

15 / 15 papers shown

Title
Advancing Video Anomaly Detection: A Bi-Directional Hybrid Framework for Enhanced Single- and Multi-Task Approaches Guodong Shen Yuqi Ouyang Junru Lu Yixuan Yang Victor Sanchez 30 1 0 20 Apr 2025
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 29 0 0 10 Apr 2025
Characterizing the Accuracy - Efficiency Trade-off of Low-rank Decomposition in Language Models Chakshu Moar Michael Pellauer Hyoukjun Kwon 30 1 0 10 May 2024
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts Pantelis R. Vlachas P. Koumoutsakos AI4TS AI4CE 16 7 0 22 Feb 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Y. Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 43 19 0 22 Jan 2023
MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction Shuliang Ning Mengcheng Lan Yanran Li Chaofeng Chen Qian Chen Xunlai Chen Xiaoguang Han Shuguang Cui 28 20 0 09 Dec 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 32 7 0 11 Oct 2022
Latency-Aware Collaborative Perception Zixing Lei Shunli Ren Yue Hu Wenjun Zhang Siheng Chen 34 96 0 18 Jul 2022
Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning Cheng Tan Zhangyang Gao Lirong Wu Yongjie Xu Jun-Xiong Xia Siyuan Li Stan Z. Li 25 107 0 24 Jun 2022
Performing Video Frame Prediction of Microbial Growth with a Recurrent Neural Network Connor Robertson J. Wilmoth S. Retterer M. Fuentes-Cabrera 19 2 0 12 May 2022
Prediction of fish location by combining fisheries data and sea bottom temperature forecasting Matthieu Ospici Klaas Sys Sophie Guegan-Marat 10 2 0 04 May 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 19 18 0 29 Mar 2022
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar S. Zafeiriou 19 119 0 07 Jul 2021
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning Sangmin Lee Hak Gu Kim Dae Hwi Choi Hyungil Kim Yong Man Ro 20 102 0 02 Apr 2021
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 206 7,902 0 13 Jun 2015