Unsupervised Learning of Video Representations using LSTMs

16 February 2015

Papers citing "Unsupervised Learning of Video Representations using LSTMs"

50 / 469 papers shown

Title
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 40 279 0 29 Dec 2021
Learning to track environment state via predictive autoencoding Marian Andrecki N. K. Taylor 10 0 0 14 Dec 2021
A Bilingual, OpenWorld Video Text Dataset and End-to-end Video Text Spotter with Transformer Weijia Wu Yuanqiang Cai Debing Zhang Sibo Wang Zhuang Li Jiahong Li Yejun Tang Hong Zhou 33 29 0 09 Dec 2021
Exploring Temporal Granularity in Self-Supervised Video Representation Learning Rui Qian Yeqing Li Liangzhe Yuan Boqing Gong Ting Liu Matthew A. Brown Serge Belongie Ming-Hsuan Yang Hartwig Adam Huayu Chen AI4TS 61 6 0 08 Dec 2021
Hamiltonian latent operators for content and motion disentanglement in image sequences Asif Khan Amos Storkey 29 2 0 02 Dec 2021
Self-supervised Video Transformer Kanchana Ranasinghe Muzammal Naseer Salman Khan Fahad Shahbaz Khan Michael S. Ryoo ViT 39 84 0 02 Dec 2021
Learning to Align Sequential Actions in the Wild Weizhe Liu Bugra Tekin Huseyin Coskun Vibhav Vineet Pascal Fua Marc Pollefeys 30 24 0 17 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 36 18 0 16 Nov 2021
PARIS: Personalized Activity Recommendation for Improving Sleep Quality Meghna Singh Saksham Goel Abhiraj Mohan Jaideep Srivastava 9 2 0 26 Oct 2021
Wide and Narrow: Video Prediction from Context and Motion Jaehoon Cho Jiyoung Lee Changjae Oh Wonil Song Kwanghoon Sohn 22 1 0 22 Oct 2021
Detecting Slag Formations with Deep Convolutional Neural Networks Christian von Koch William Anzén Max Fischer R. Sainudiin 21 1 0 13 Oct 2021
Fourier-based Video Prediction through Relational Object Motion Malte Mosbach Sven Behnke 21 0 0 12 Oct 2021
ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning Zhiyu Yao Yunbo Wang Haixu Wu Jianmin Wang Mingsheng Long AI4TS 29 8 0 08 Oct 2021
A Hierarchical Variational Neural Uncertainty Model for Stochastic Video Prediction Moitreya Chatterjee Narendra Ahuja A. Cherian UQCV VGen BDL 47 17 0 06 Oct 2021
Google Neural Network Models for Edge Devices: Analyzing and Mitigating Machine Learning Inference Bottlenecks Amirali Boroumand Saugata Ghose Berkin Akin Ravi Narayanaswami Geraldo F. Oliveira Xiaoyu Ma Eric Shiu O. Mutlu 25 82 0 29 Sep 2021
Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks Benedikt Mersch Xieyuanli Chen Jens Behley C. Stachniss 3DPC 34 54 0 28 Sep 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 42 21 0 28 Sep 2021
TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device Ji Lin Chuang Gan Kuan-Chieh Jackson Wang Song Han 45 64 0 27 Sep 2021
Semi-Supervised Adversarial Discriminative Domain Adaptation Thai Nguyen Anh Nguyen Nghia Le H. Le GAN 31 10 0 27 Sep 2021
KOHTD: Kazakh Offline Handwritten Text Dataset N. Toiganbayeva M. Kasem Galymzhan Abdimanap K. Bostanbekov Abdelrahman Abdallah Anel N. Alimova D. Nurseitov 24 23 0 22 Sep 2021
A Framework for Multisensory Foresight for Embodied Agents Xiaohui Chen Ramtin Hosseini K. Panetta Jivko Sinapov 26 3 0 15 Sep 2021
Multimodal Federated Learning on IoT Data Yuchen Zhao Payam Barnaghi Hamed Haddadi 13 74 0 10 Sep 2021
Simple Video Generation using Neural ODEs David Kanaa Vikram S. Voleti Samira Ebrahimi Kahou Christopher Pal 27 20 0 07 Sep 2021
Speech Representations and Phoneme Classification for Preserving the Endangered Language of Ladin Zane Durante Leena Mathur Eric Ye Sichong Zhao Tejas Ramdas Khalil Iskarous 26 0 0 27 Aug 2021
Influence-guided Data Augmentation for Neural Tensor Completion Sejoon Oh Sungchul Kim Ryan A. Rossi Srijan Kumar 28 10 0 23 Aug 2021
Federated Variational Learning for Anomaly Detection in Multivariate Time Series Kai Zhang Yushan Jiang Lee M. Seversky Chengtao Xu Dahai Liu Haoze Song AI4TS 14 26 0 18 Aug 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 34 5 0 12 Aug 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning Siyuan Yang Jun Liu Shijian Lu Meng Hwa Er Alex C. Kot 3DH 3DPC 41 91 0 04 Aug 2021
Video Generation from Text Employing Latent Path Construction for Temporal Modeling Amir Mazaheri M. Shah 30 8 0 29 Jul 2021
Unsupervised Deep Anomaly Detection for Multi-Sensor Time-Series Signals Yu-xin Zhang Yiqiang Chen Jindong Wang Zhiwen Pan AI4TS 21 189 0 27 Jul 2021
Spatial-Temporal Transformer for Dynamic Scene Graph Generation Yuren Cong Wentong Liao H. Ackermann Bodo Rosenhahn M. Yang ViT 22 122 0 26 Jul 2021
FitVid: Overfitting in Pixel-Level Video Prediction Mohammad Babaeizadeh M. Saffar Suraj Nair Sergey Levine Chelsea Finn D. Erhan VLM 54 82 0 24 Jun 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Jia Wu Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 48 539 0 14 Jun 2021
Hierarchical Video Generation for Complex Data Lluis Castrejon Nicolas Ballas Aaron Courville VGen 22 4 0 04 Jun 2021
Unsupervised detection of mouse behavioural anomalies using two-stream convolutional autoencoders Ezechukwu I. Nwokedi R. Bains L. Bidaut S. Wells Xujiong Ye James M. Brown 24 2 0 28 May 2021
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering Sateesh Kumar S. Haresh Awais Ahmed Andrey Konin M. Zia Quoc-Huy Tran SSL 27 47 0 27 May 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 29 13 0 06 May 2021
AI-enabled Efficient and Safe Food Supply Chain I. Kollia J. Stevenson Stefanos D. Kollias 19 30 0 01 May 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation S. Kim Jonah Philion Antonio Torralba Sanja Fidler 29 109 0 30 Apr 2021
CoCon: Cooperative-Contrastive Learning Nishant Rai Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles SSL 20 18 0 30 Apr 2021
Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks Hanyang Liu Michael C. Montana Dingwen Li Chase Renfroe Thomas Kannampallil Chenyang Lu 44 3 0 30 Apr 2021
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning Christoph Feichtenhofer Haoqi Fan Bo Xiong Ross B. Girshick Kaiming He SSL AI4TS 39 257 0 29 Apr 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 141 157 0 29 Apr 2021
Dominant motion identification of multi-particle system using deep learning from video Yayati Jadhav Amir Barati Farimani 29 4 0 26 Apr 2021
EarthNet2021: A large-scale dataset and challenge for Earth surface forecasting as a guided video prediction task C. Requena-Mesa V. Benson Markus Reichstein J. Runge Joachim Denzler 74 50 0 16 Apr 2021
Hop-Count Based Self-Supervised Anomaly Detection on Attributed Networks Tianjin Huang Yulong Pei Vlado Menkovski Mykola Pechenizkiy 33 32 0 16 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
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Learning by Aligning Videos in Time S. Haresh Sateesh Kumar Huseyin Coskun S. N. Syed Andrey Konin M. Zia Quoc-Huy Tran AI4TS 27 64 0 31 Mar 2021
Broaden Your Views for Self-Supervised Video Learning Adrià Recasens Pauline Luc Jean-Baptiste Alayrac Luyu Wang Ross Hemsley ... Florent Altché M. Valko Jean-Bastien Grill Aaron van den Oord Andrew Zisserman SSL AI4TS 33 127 0 30 Mar 2021