Unsupervised Learning of Video Representations using LSTMs

16 February 2015

Papers citing "Unsupervised Learning of Video Representations using LSTMs"

50 / 469 papers shown

Title
UNet with Axial Transformer : A Neural Weather Model for Precipitation Nowcasting Maitreya Sonawane Sumit Mamtani 65 0 0 28 Apr 2025
SRVP: Strong Recollection Video Prediction Model Using Attention-Based Spatiotemporal Correlation Fusion Yuseon Kim Kyongseok Park 41 0 0 10 Apr 2025
Probabilistic Forecasting for Dynamical Systems with Missing or Imperfect Data Siddharth Rout Eldad Haber Stéphane Gaudreault AI4TS AI4CE 72 0 0 15 Mar 2025
GMG: A Video Prediction Method Based on Global Focus and Motion Guided Yuhao Du Hui Liu Haoxiang Peng Xinyuan Chen Chenrong Wu Jiawei Zhang 77 0 0 14 Mar 2025
MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation Sihyun Yu Meera Hahn Dan Kondratyuk Jinwoo Shin Agrim Gupta José Lezama Irfan Essa David A. Ross Jonathan Huang DiffM VGen 80 0 0 18 Feb 2025
MD-BERT: Action Recognition in Dark Videos via Dynamic Multi-Stream Fusion and Temporal Modeling Sharana Dharshikgan Suresh Dass H. Barua Ganesh Krishnasamy Raveendran Paramesran Raphael C.-W. Phan 69 0 0 06 Feb 2025
MAUCell: An Adaptive Multi-Attention Framework for Video Frame Prediction Shreyam Gupta P. Agrawal Priyam Gupta 77 0 0 28 Jan 2025
Image Motion Blur Removal in the Temporal Dimension with Video Diffusion Models Wang Pang Zhihao Zhan Xiang Zhu Yechao Bai DiffM 83 1 0 22 Jan 2025
Tuning Frequency Bias of State Space Models Annan Yu Dongwei Lyu S. H. Lim Michael W. Mahoney N. Benjamin Erichson 52 3 0 02 Oct 2024
Detection of False Data Injection Attacks (FDIA) on Power Dynamical Systems With a State Prediction Method Abhijeet Sahu Truc Nguyen Kejun Chen Xiangyu Zhang Malik Hassanaly 40 1 0 06 Sep 2024
Visual Representation Learning with Stochastic Frame Prediction Huiwon Jang Dongyoung Kim Junsu Kim Jinwoo Shin Pieter Abbeel Younggyo Seo 49 2 0 11 Jun 2024
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss Baoren Xiao Hao Ni Weixin Yang GAN 54 0 0 27 May 2024
Transaction Fee Estimation in the Bitcoin System Limeng Zhang Rui Zhou Qing Liu Chengfei Liu M. A. Babar 27 0 0 24 May 2024
Better & Faster Large Language Models via Multi-token Prediction Fabian Gloeckle Badr Youbi Idrissi Baptiste Rozière David Lopez-Paz Gabriele Synnaeve 31 95 0 30 Apr 2024
Action-conditioned video data improves predictability Meenakshi Sarkar Debasish Ghose VGen 51 0 0 08 Apr 2024
Translation-based Video-to-Video Synthesis Pratim Saha Chengcui Zhang DiffM 31 1 0 03 Apr 2024
Learning Sequence Attractors in Recurrent Networks with Hidden Neurons Yao Lu Si Wu 48 3 0 03 Apr 2024
Spatiotemporal Predictive Pre-training for Robotic Motor Control Jiange Yang Bei Liu Jianlong Fu Bocheng Pan Gangshan Wu Limin Wang 53 10 0 08 Mar 2024
SFTformer: A Spatial-Frequency-Temporal Correlation-Decoupling Transformer for Radar Echo Extrapolation Liangyu Xu Wanxuan Lu Hongfeng Yu Fanglong Yao Xian Sun Kun Fu 50 5 0 28 Feb 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis Willi Menapace Aliaksandr Siarohin Ivan Skorokhodov Ekaterina Deyneka Tsai-Shien Chen ... Yuwei Fang A. Stoliar Elisa Ricci Jian Ren Sergey Tulyakov VGen 47 57 0 22 Feb 2024
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 26 10 0 30 Nov 2023
MotionDirector: Motion Customization of Text-to-Video Diffusion Models Rui Zhao Yuchao Gu Jay Zhangjie Wu David Junhao Zhang Jia-Wei Liu Weijia Wu Jussi Keppo Mike Zheng Shou DiffM VGen 30 105 0 12 Oct 2023
Dual-Stream Knowledge-Preserving Hashing for Unsupervised Video Retrieval P. Li Hongtao Xie Jiannan Ge Lei Zhang Shaobo Min Yongdong Zhang 25 17 0 12 Oct 2023
DriveDreamer: Towards Real-world-driven World Models for Autonomous Driving Xiaofeng Wang Zheng Hua Zhu Guan Huang Xinze Chen Jiagang Zhu Jiwen Lu VGen 27 150 0 18 Sep 2023
Reuse and Diffuse: Iterative Denoising for Text-to-Video Generation Jiaxi Gu Shicong Wang Haoyu Zhao Tianyi Lu Xing Zhang Zuxuan Wu Songcen Xu Wei Zhang Yu-Gang Jiang Hang Xu DiffM VGen 44 44 0 07 Sep 2023
TEDi: Temporally-Entangled Diffusion for Long-Term Motion Synthesis Zihan Zhang Richard Liu Kfir Aberman Rana Hanocka DiffM 43 26 0 27 Jul 2023
Language-based Action Concept Spaces Improve Video Self-Supervised Learning Kanchana Ranasinghe Michael S. Ryoo SSL VLM 45 12 0 20 Jul 2023
PreDiff: Precipitation Nowcasting with Latent Diffusion Models Zhihan Gao Xingjian Shi Boran Han Hongya Wang Xiaoyong Jin Danielle C. Maddix Yi Zhu Mu Li Bernie Wang BDL DiffM 48 58 0 19 Jul 2023
AGAR: Attention Graph-RNN for Adaptative Motion Prediction of Point Clouds of Deformable Objects Pedro Gomes Silvia Rossi Laura Toni 3DH 3DPC 33 2 0 19 Jul 2023
Siamese Networks for Weakly Supervised Human Activity Recognition Taoran Sheng Manfred Huber HAI 21 15 0 18 Jul 2023
SkyGPT: Probabilistic Short-term Solar Forecasting Using Synthetic Sky Videos from Physics-constrained VideoGPT Yuhao Nie E. Zelikman Andea Scott Quentin Paletta A. Brandt 49 3 0 20 Jun 2023
Long Sequence Hopfield Memory Hamza Tahir Chaudhry Jacob A. Zavatone-Veth Dmitry Krotov Cengiz Pehlevan 51 18 0 07 Jun 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 46 49 0 23 May 2023
PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction Hao Wu Wei Xion Fan Xu Xian-Sheng Hua C. L. Philip Chen Xiansheng Hua AI4TS 39 27 0 19 May 2023
Prior based Sampling for Adaptive LiDAR Amit Shomer S. Avidan 3DV 3DPC MDE 42 1 0 14 Apr 2023
ICDAR 2023 Video Text Reading Competition for Dense and Small Text Weijia Wu Yuzhong Zhao Zhuangzi Li Jiahong Li Mike Zheng Shou Umapada Pal Dimosthenis Karatzas Xiang Bai 39 6 0 10 Apr 2023
ChiroDiff: Modelling chirographic data with Diffusion Models Ayan Das Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song DiffM 34 10 0 07 Apr 2023
Procedure-Aware Pretraining for Instructional Video Understanding Honglu Zhou Roberto Martín-Martín Mubbasir Kapadia Silvio Savarese Juan Carlos Niebles 41 39 0 31 Mar 2023
Model-Based Reinforcement Learning with Isolated Imaginations Minting Pan Xiangming Zhu Yitao Zheng Yunbo Wang Xiaokang Yang 34 0 0 27 Mar 2023
LRDB: LSTM Raw data DNA Base-caller based on long-short term models in an active learning environment Ahmad Rezaei Mahdi Taheri A. Mahani S. Magierowski 26 1 0 15 Mar 2023
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering Wei Lin Anna Kukleva Horst Possegger Hilde Kuehne Horst Bischof 48 2 0 09 Mar 2023
Learning from Predictions: Fusing Training and Autoregressive Inference for Long-Term Spatiotemporal Forecasts Pantelis R. Vlachas Petros Koumoutsakos AI4TS AI4CE 23 7 0 22 Feb 2023
A Functional approach for Two Way Dimension Reduction in Time Series Aniruddha Rajendra Rao Haiyan Wang Chetan Gupta AI4TS 19 1 0 01 Jan 2023
Long-horizon video prediction using a dynamic latent hierarchy Alexey Zakharov Qinghai Guo Z. Fountas 41 4 0 29 Dec 2022
Video Prediction by Efficient Transformers Xi Ye Guillaume-Alexandre Bilodeau ViT 44 34 0 12 Dec 2022
Motion and Context-Aware Audio-Visual Conditioned Video Prediction Yating Xu Conghui Hu G. Lee VGen 48 0 0 09 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 41 20 0 09 Dec 2022
Learning State Transition Rules from Hidden Layers of Restricted Boltzmann Machines Koji Watanabe Katsumi Inoue AI4CE 35 1 0 07 Dec 2022
Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation Tsu-Jui Fu Licheng Yu Ning Zhang Cheng-Yang Fu Jong-Chyi Su William Yang Wang Sean Bell VGen 61 37 0 23 Nov 2022
Dynamic Temporal Filtering in Video Models Fuchen Long Zhaofan Qiu Yingwei Pan Ting Yao Chong-Wah Ngo Tao Mei AI4TS 32 17 0 15 Nov 2022