Convolutional Tensor-Train LSTM for Spatio-temporal Learning

21 February 2020

Furong Huang

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

22 / 22 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 38 1 0 20 Apr 2025
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 36 0 0 10 Apr 2025
Ditto: Accelerating Diffusion Model via Temporal Value Similarity Sungbin Kim Hyunwuk Lee Wonho Cho Mincheol Park Won Woo Ro 58 1 0 20 Jan 2025
Characterizing the Accuracy - Efficiency Trade-off of Low-rank Decomposition in Language Models Chakshu Moar Michael Pellauer Hyoukjun Kwon 38 1 0 10 May 2024
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts Pantelis R. Vlachas Petros Koumoutsakos AI4TS AI4CE 18 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 53 19 0 22 Jan 2023
Inductive Attention for Video Action Anticipation Tsung-Ming Tai G. Fiameni Cheng-Kuang Lee Simon See Oswald Lanz 39 1 0 17 Dec 2022
Video Prediction by Efficient Transformers Xi Ye Guillaume-Alexandre Bilodeau ViT 39 33 0 12 Dec 2022
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 36 20 0 09 Dec 2022
Advancing Learned Video Compression with In-loop Frame Prediction Ren Yang Radu Timofte Luc Van Gool 21 26 0 13 Nov 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 37 7 0 11 Oct 2022
Latency-Aware Collaborative Perception Zixing Lei Shunli Ren Yue Hu Wenjun Zhang Siheng Chen 36 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 46 107 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 18 2 0 04 May 2022
VPTR: Efficient Transformers for Video Prediction Xi Ye Guillaume-Alexandre Bilodeau ViT 32 18 0 29 Mar 2022
Controlling the Complexity and Lipschitz Constant improves polynomial nets Zhenyu Zhu Fabian Latorre Grigorios G. Chrysos V. Cevher 19 10 0 10 Feb 2022
Tensor Methods in Computer Vision and Deep Learning Yannis Panagakis Jean Kossaifi Grigorios G. Chrysos James Oldfield M. Nicolaou Anima Anandkumar S. Zafeiriou 27 119 0 07 Jul 2021
FDNet: A Deep Learning Approach with Two Parallel Cross Encoding Pathways for Precipitation Nowcasting Bi Yan Chao Yang F. Chen Kohei Takeda Changjun Wang 23 13 0 06 May 2021
Higher Order Recurrent Space-Time Transformer for Video Action Prediction Tsung-Ming Tai G. Fiameni Cheng-Kuang Lee Oswald Lanz 30 9 0 17 Apr 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 31 102 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 233 7,904 0 13 Jun 2015