Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN

13 March 2018

Shuai Li

Papers citing "Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN"

50 / 56 papers shown

Title
IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction Yifan Zhou Yibo Wang Chao Shang AI4TS 42 0 0 09 May 2025
Hadamard product in deep learning: Introduction, Advances and Challenges Grigorios G. Chrysos Yongtao Wu Razvan Pascanu Philip Torr V. Cevher AAML 98 0 0 17 Apr 2025
Learning to Decouple Complex Systems Zihan Zhou Tianshu Yu BDL 71 4 0 17 Feb 2025
MoFM: A Large-Scale Human Motion Foundation Model Mohammadreza Baharani Ghazal Alinezhad Noghre Armin Danesh Pazho Gabriel Maldonado Hamed Tabkhi AI4CE 140 0 0 08 Feb 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
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 49 1 0 16 Nov 2024
Dynamic Hypergraph-Enhanced Prediction of Sequential Medical Visits Wangying Yang Zitao Zheng Shi Bo Zhizhong Wu Bo Zhang 32 11 0 08 Aug 2024
A Medical Low-Back Pain Physical Rehabilitation Dataset for Human Body Movement Analysis S. Nguyen Maxime Devanne O. Rémy-Néris Mathieu Lempereur André Thepaut 56 4 0 29 Jun 2024
Geometric sparsification in recurrent neural networks Wyatt Mackey Ioannis Schizas Jared Deighton David L. Boothe, Jr. Vasileios Maroulas 28 0 0 10 Jun 2024
Identity-free Artificial Emotional Intelligence via Micro-Gesture Understanding Rong Gao Xin Liu Bohao Xing Zitong Yu Björn W. Schuller H. Kalviainen 54 3 0 21 May 2024
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification Quanwei Liu Yanni Dong Tao Huang Lefei Zhang Bo Du VLM 32 1 0 02 Apr 2024
Input Convex Lipschitz RNN: A Fast and Robust Approach for Engineering Tasks Zihao Wang Zhen Wu 20 3 0 15 Jan 2024
TM-vector: A Novel Forecasting Approach for Market stock movement with a Rich Representation of Twitter and Market data Faraz Sasani Ramin Mousa Ali Karkehabadi Samin Dehbashi Ali Mohammadi AIFin 20 5 0 13 Mar 2023
Learning Discriminative Representations for Skeleton Based Action Recognition Huanyu Zhou Qingjie Liu Yunhong Wang 26 70 0 07 Mar 2023
Reusable Slotwise Mechanisms Trang Nguyen Amin Mansouri Kanika Madan Khuong N. Nguyen Kartik Ahuja Dianbo Liu Yoshua Bengio OCL 28 4 0 21 Feb 2023
Spatiotemporal Decouple-and-Squeeze Contrastive Learning for Semi-Supervised Skeleton-based Action Recognition Binqian Xu Xiangbo Shu 13 55 0 05 Feb 2023
Prediction of COVID-19 by Its Variants using Multivariate Data-driven Deep Learning Models A. Baihaqi N. Yudistira Edy Santoso 13 0 0 25 Jan 2023
A Survey on Human Action Recognition Zhou Shuchang 29 0 0 20 Dec 2022
An Improved Time Feedforward Connections Recurrent Neural Networks Jin Wang Yongsong Zou Se-Jung Lim AI4TS 22 3 0 03 Nov 2022
Focal and Global Spatial-Temporal Transformer for Skeleton-based Action Recognition Zhimin Gao Peitao Wang Pei Lv Xiaoheng Jiang Qi-dong Liu Pichao Wang Mingliang Xu Wanqing Li ViT 49 27 0 06 Oct 2022
Liquid Structural State-Space Models Ramin Hasani Mathias Lechner Tsun-Hsuan Wang Makram Chahine Alexander Amini Daniela Rus AI4TS 101 95 0 26 Sep 2022
Skeleton Sequence and RGB Frame Based Multi-Modality Feature Fusion Network for Action Recognition Xiaoguang Zhu Ye Zhu Haoyu Wang Honglin Wen Yan Yan Peilin Liu 19 25 0 23 Feb 2022
Classification of Long Sequential Data using Circular Dilated Convolutional Neural Networks Lei Cheng Ruslan Khalitov Tong Yu Zhirong Yang 25 32 0 06 Jan 2022
Assessment of Data Consistency through Cascades of Independently Recurrent Inference Machines for fast and robust accelerated MRI reconstruction D. Karkalousos S. Noteboom H. Hulst F. Vos M. Caan OOD AI4CE 17 10 0 30 Nov 2021
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 43 1,654 0 31 Oct 2021
FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes David W. Romero Robert-Jan Bruintjes Jakub M. Tomczak Erik J. Bekkers Mark Hoogendoorn J. C. V. Gemert 80 82 0 15 Oct 2021
Bank transactions embeddings help to uncover current macroeconomics Maria Begicheva Alexey Zaytsev 16 4 0 14 Oct 2021
Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen Ziqi Zhang Chunfen Yuan Bing Li Ying Deng Weiming Hu 45 563 0 26 Jul 2021
Is attention to bounding boxes all you need for pedestrian action prediction? Lina Achaji Julien Moreau Thibault Fouqueray François Aioun François Charpillet 18 30 0 16 Jul 2021
A Light-weight Deep Human Activity Recognition Algorithm Using Multi-knowledge Distillation Runze Chen Haiyong Luo Fang Zhao Xuechun Meng Zhiqing Xie Yida Zhu VLM HAI 21 2 0 06 Jul 2021
HAN: An Efficient Hierarchical Self-Attention Network for Skeleton-Based Gesture Recognition Jianbo Liu Ying Wang Shiming Xiang Chunhong Pan 35 12 0 25 Jun 2021
Heterogeneous Multi-task Learning with Expert Diversity Raquel Y. S. Aoki Frederick Tung Gabriel L. Oliveira MoE 31 22 0 20 Jun 2021
AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 22 46 0 22 Mar 2021
Skeleton Aware Multi-modal Sign Language Recognition Songyao Jiang Bin Sun Lichen Wang Yue Bai Kunpeng Li Y. Fu SLR 25 165 0 16 Mar 2021
Deep Learning for Android Malware Defenses: a Systematic Literature Review Yue Liu C. Tantithamthavorn Li Li Yepang Liu AAML 30 77 0 09 Mar 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 32 2 0 04 Jan 2021
Spatio-Temporal Inception Graph Convolutional Networks for Skeleton-Based Action Recognition Zhen Huang Xu Shen Xinmei Tian Houqiang Li Jianqiang Huang Xiansheng Hua GNN 29 56 0 26 Nov 2020
JOLO-GCN: Mining Joint-Centered Light-Weight Information for Skeleton-Based Action Recognition Jinmiao Cai Nianjuan Jiang Xiaoguang Han K. Jia Jiangbo Lu 22 84 0 16 Nov 2020
Specialization in Hierarchical Learning Systems Heinke Hihn Daniel A. Braun 22 16 0 03 Nov 2020
A Framework of Combining Short-Term Spatial/Frequency Feature Extraction and Long-Term IndRNN for Activity Recognition Beidi Zhao Shuai Li Yanbo Gao Chuankun Li Wanqing Li 9 13 0 01 Nov 2020
SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching Haoyuan Zhang Yonghong Hou Pichao Wang Zihui Guo Wanqing Li 26 15 0 29 Oct 2020
Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies T. Konstantin Rusch Siddhartha Mishra 19 88 0 02 Oct 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 29 79 0 17 Sep 2020
S2RMs: Spatially Structured Recurrent Modules Nasim Rahaman Anirudh Goyal Muhammad Waleed Gondal M. Wuthrich Stefan Bauer Yash Sharma Yoshua Bengio Bernhard Schölkopf 21 14 0 13 Jul 2020
Decoupled Spatial-Temporal Attention Network for Skeleton-Based Action Recognition Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 14 49 0 07 Jul 2020
Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition Tianhang Zheng Sheng Liu Changyou Chen Junsong Yuan Baochun Li K. Ren AAML 19 17 0 14 May 2020
Feedback Graph Convolutional Network for Skeleton-based Action Recognition Hao-Yu Yang D. Yan Ling Zhang Dong Li Yunda Sun Shaodi You Stephen J. Maybank 46 104 0 17 Mar 2020
Temporal Convolutional Attention-based Network For Sequence Modeling Hongyan Hao Yan Wang Siqiao Xue Yudi Xia Jian Zhao S. Furao 14 41 0 28 Feb 2020
A Survey on 3D Skeleton-Based Action Recognition Using Learning Method Bin Ren Mengyuan Liu Runwei Ding Hong Liu 27 121 0 14 Feb 2020
Towards Automated Sexual Violence Report Tracking Naeemul Hassan A. Poudel Jason G. Hale Claire Hubacek Khandakar Tasnim Huq Shubhra (Santu) Karmaker Syed Ishtiaque Ahmed 15 26 0 16 Nov 2019