Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning

25 May 2016

Papers citing "Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning"

50 / 155 papers shown

Title
Real-time Video Prediction With Fast Video Interpolation Model and Prediction Training Shota Hirose Kazuki Kotoyori Kasidis Arunruangsirilert Fangzheng Lin Heming Sun J. Katto 3DH 62 1 0 29 Mar 2025
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 52 0 0 27 Mar 2025
Brain-like variational inference Hadi Vafaii Dekel Galor Jacob L. Yates DRL 49 0 0 25 Oct 2024
Future-Guided Learning: A Predictive Approach To Enhance Time-Series Forecasting Skye Gunasekaran Assel Kembay Hugo J. Ladret Rui-Jie Zhu Laurent Udo Perrinet Omid Kavehei Jason Eshraghian AI4TS 36 0 0 19 Oct 2024
Towards Real-Time Generation of Delay-Compensated Video Feeds for Outdoor Mobile Robot Teleoperation Neeloy Chakraborty Yixiao Fang Andre Schreiber Tianchen Ji Zhe Huang Aganze Mihigo Cassidy Wall Abdulrahman Almana Katherine Driggs-Campbell 33 0 0 16 Sep 2024
Predictive Coding Networks and Inference Learning: Tutorial and Survey B. V. Zwol Ro Jefferson E. V. D. Broek 55 0 0 04 Jul 2024
Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability Shenyuan Gao Jiazhi Yang Li Chen Kashyap Chitta Yihang Qiu Andreas Geiger Jun Zhang Hongyang Li 71 75 0 27 May 2024
Report on Candidate Computational Indicators for Conscious Valenced Experience Andres Campero 32 1 0 25 Apr 2024
Neither hype nor gloom do DNNs justice Gaurav Malhotra Christian Tsvetkov B. D. Evans 24 117 0 08 Dec 2023
Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach Chao Chen Tian Zhou Yanjun Zhao Hui Liu Liang Sun Rong Jin 40 0 0 06 Dec 2023
Event-based Continuous Color Video Decompression from Single Frames ZiYun Wang Friedhelm Hamann Kenneth Chaney Wen Jiang Martin Braschler Kostas Daniilidis 48 5 0 30 Nov 2023
USTEP: Spatio-Temporal Predictive Learning under A Unified View Cheng Tan Jue Wang Zhangyang Gao Siyuan Li Stan Z. Li 38 1 0 09 Oct 2023
Long-Term Prediction of Natural Video Sequences with Robust Video Predictors Luke Ditria Tom Drummond 46 0 0 21 Aug 2023
Active Sensing with Predictive Coding and Uncertainty Minimization A. Sharafeldin N. Imam Hannah Choi 20 2 0 02 Jul 2023
Siamese Masked Autoencoders Agrim Gupta Jiajun Wu Jia Deng Li Fei-Fei 38 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 31 27 0 19 May 2023
Procedure-Aware Pretraining for Instructional Video Understanding Honglu Zhou Roberto Martín-Martín Mubbasir Kapadia Silvio Savarese Juan Carlos Niebles 28 38 0 31 Mar 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction Xiaotao Hu Zhewei Huang Ailin Huang Jun Xu Shuchang Zhou VGen 38 69 0 17 Mar 2023
A polar prediction model for learning to represent visual transformations P. Fiquet Eero P. Simoncelli 39 4 0 06 Mar 2023
Continuous Spatiotemporal Transformers Antonio H. O. Fonseca E. Zappala J. O. Caro David van Dijk 26 7 0 31 Jan 2023
Predictive World Models from Real-World Partial Observations Robin Karlsson Alexander Carballo Keisuke Fujii Kento Ohtani K. Takeda 29 5 0 12 Jan 2023
Allo-centric Occupancy Grid Prediction for Urban Traffic Scene Using Video Prediction Networks Rabbia Asghar Lukas Rummelhard A. Spalanzani Christian Laugier 19 2 0 11 Jan 2023
Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images Alexander Ororbia A. Mali BDL 32 10 0 22 Nov 2022
Stochastic Occupancy Grid Map Prediction in Dynamic Scenes Zhanteng Xie P. Dames 28 4 0 16 Oct 2022
A unified model for continuous conditional video prediction Xi Ye Guillaume-Alexandre Bilodeau AI4TS 37 7 0 11 Oct 2022
The Foreseeable Future: Self-Supervised Learning to Predict Dynamic Scenes for Indoor Navigation Hugues Thomas Jian Zhang Timothy D. Barfoot 3DPC 29 4 0 26 Aug 2022
Temporal View Synthesis of Dynamic Scenes through 3D Object Motion Estimation with Multi-Plane Images Nagabhushan Somraj Pranali Sancheti R. Soundararajan 35 4 0 19 Aug 2022
Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks Lei Jiang Yongqing Liu Shihai Xiao Yansong Chua 33 0 0 14 Aug 2022
A Theoretical Framework for Inference and Learning in Predictive Coding Networks Beren Millidge Yuhang Song Tommaso Salvatori Thomas Lukasiewicz Rafal Bogacz 34 12 0 21 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
MaskViT: Masked Visual Pre-Training for Video Prediction Agrim Gupta Stephen Tian Yunzhi Zhang Jiajun Wu Roberto Martín-Martín Li Fei-Fei 110 110 0 23 Jun 2022
Forecasting of depth and ego-motion with transformers and self-supervision Houssem-eddine Boulahbal A. Voicila Andrew I. Comport ViT MDE 27 3 0 15 Jun 2022
SimVP: Simpler yet Better Video Prediction Zhangyang Gao Cheng Tan Lirong Wu Stan Z. Li 40 211 0 09 Jun 2022
STAU: A SpatioTemporal-Aware Unit for Video Prediction and Beyond Zheng Chang Xinfeng Zhang Shanshe Wang Siwei Ma Wen Gao 30 1 0 20 Apr 2022
Hybrid Predictive Coding: Inferring, Fast and Slow Alexander Tschantz Beren Millidge A. Seth Christopher L. Buckley 27 36 0 05 Apr 2022
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos Shao-Wei Liu Subarna Tripathi Somdeb Majumdar Xiaolong Wang EgoV 29 93 0 04 Apr 2022
FoV-Net: Field-of-View Extrapolation Using Self-Attention and Uncertainty Liqian Ma Stamatios Georgoulis Xu Jia Luc Van Gool 32 6 0 04 Apr 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 30 47 0 27 Mar 2022
Reinforcement Learning with Action-Free Pre-Training from Videos Younggyo Seo Kimin Lee Stephen James Pieter Abbeel SSL OnRL 18 117 0 25 Mar 2022
Stochastic Video Prediction with Structure and Motion Adil Kaan Akan Sadra Safadoust Fatma Guney VGen 24 9 0 20 Mar 2022
Diffusion Probabilistic Modeling for Video Generation Ruihan Yang Prakhar Srivastava Stephan Mandt DiffM VGen 59 256 0 16 Mar 2022
DeepSketch: A New Machine Learning-Based Reference Search Technique for Post-Deduplication Delta Compression Jisung Park Jeoggyun Kim Yeseong Kim Sungjin Lee O. Mutlu 13 23 0 17 Feb 2022
Learning on Arbitrary Graph Topologies via Predictive Coding Tommaso Salvatori Luca Pinchetti Beren Millidge Yuhang Song Tianyi Bao Rafal Bogacz Thomas Lukasiewicz 38 33 0 31 Jan 2022
Bayesian sense of time in biological and artificial brains Z. Fountas Alexey Zakharov 32 0 0 14 Jan 2022
Evolutionary Generation of Visual Motion Illusions Lana Sinapayen Eiji Watanabe 22 3 0 25 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 59 6 0 08 Dec 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
Variational Predictive Routing with Nested Subjective Timescales Alexey Zakharov Qinghai Guo Z. Fountas BDL AI4TS 43 9 0 21 Oct 2021
Mitigating Memorization of Noisy Labels via Regularization between Representations Hao Cheng Zhaowei Zhu Xing Sun Yang Liu NoLa 38 28 0 18 Oct 2021
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 244 1,024 0 13 Oct 2021