MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video
Prediction

MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction

9 December 2022

Qian Chen

Papers citing "MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction"

16 / 16 papers shown

Title
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 29 0 0 10 Apr 2025
An Efficient Occupancy World Model via Decoupled Dynamic Flow and Image-assisted Training Haiming Zhang Ying Xue Xu Yan Jiacheng Zhang Weichao Qiu Dongfeng Bai Bingbing Liu Shuguang Cui Z. Li 68 5 0 18 Dec 2024
D $^2$ -World: An Efficient World Model through Decoupled Dynamic Flow Haiming Zhang Xu Yan Ying Xue Zixuan Guo Shuguang Cui Z. Li Bingbing Liu 59 0 0 26 Nov 2024
Motion Graph Unleashed: A Novel Approach to Video Prediction Yiqi Zhong Luming Liang Bohan Tang Ilya Zharkov Ulrich Neumann 32 1 0 29 Oct 2024
Precipitation Nowcasting Using Diffusion Transformer with Causal Attention Chaorong Li Xudong Ling YiLan Xue Wenjie Luo Lihong Zhu Fengqing Qin Yaodong Zhou Yuanyuan Huang 14 0 0 17 Oct 2024
Masked Autoregressive Model for Weather Forecasting Doyi Kim Minseok Seo Hakjin Lee Junghoon Seo 28 0 0 30 Sep 2024
Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting Sojung An Tae-Jin Oh Eunha Sohn Donghyun Kim AI4TS 40 6 0 07 Jun 2024
Unsupervised Dynamics Prediction with Object-Centric Kinematics Yeon-Ji Song Suhyung Choi Jaein Kim Jin-Hwa Kim Byoung-Tak Zhang 31 0 0 29 Apr 2024
DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting Demin Yu Xutao Li Yunming Ye Baoquan Zhang Chuyao Luo Kuai Dai Rui Wang Xunlai Chen 28 20 0 11 Dec 2023
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting Donggeun Yoon Minseok Seo Do-Yun Kim Yeji Choi Donghyeon Cho DiffM 23 5 0 05 Dec 2023
S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction Mohammad Adiban Kalin Stefanov Sabato Marco Siniscalchi G. Salvi 16 2 0 13 Jul 2023
Implicit Stacked Autoregressive Model for Video Prediction Min-seok Seo Hakjin Lee Do-Yeon Kim Junghoon Seo VGen 29 17 0 14 Mar 2023
Is Space-Time Attention All You Need for Video Understanding? Gedas Bertasius Heng Wang Lorenzo Torresani ViT 278 1,978 0 09 Feb 2021
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 410 594 0 21 Jul 2020
Disentangling Physical Dynamics from Unknown Factors for Unsupervised Video Prediction Vincent Le Guen Nicolas Thome AI4CE PINN 78 287 0 03 Mar 2020
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 201 7,884 0 13 Jun 2015