X3D: Expanding Architectures for Efficient Video Recognition

9 April 2020

Papers citing "X3D: Expanding Architectures for Efficient Video Recognition"

26 / 526 papers shown

Title
NUTA: Non-uniform Temporal Aggregation for Action Recognition Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Hao Chen Joseph Tighe ViT 14 16 0 15 Dec 2020
A Comprehensive Study of Deep Video Action Recognition Yi Zhu Xinyu Li Chunhui Liu Mohammadreza Zolfaghari Yuanjun Xiong Chongruo Wu Zhi-Li Zhang Joseph Tighe R. Manmatha Mu Li VLM AI4TS 17 162 0 11 Dec 2020
Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models Xiaofang Wang Dan Kondratyuk Eric Christiansen Kris M. Kitani Y. Alon Elad Eban 9 44 0 03 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification Youngwan Lee Hyungil Kim Kimin Yun Jinyoung Moon 10 11 0 01 Dec 2020
UniCon: Universal Neural Controller For Physics-based Character Motion Tingwu Wang Yunrong Guo Maria Shugrina Sanja Fidler 11 52 0 30 Nov 2020
A3D: Adaptive 3D Networks for Video Action Recognition Sijie Zhu Taojiannan Yang Matías Mendieta C. L. P. Chen 3DH 12 12 0 24 Nov 2020
3D CNNs with Adaptive Temporal Feature Resolutions Mohsen Fayyaz Emad Bahrami Rad Ali Diba M. Noroozi Ehsan Adeli Luc Van Gool Juergen Gall 3DPC 11 30 0 17 Nov 2020
Multi-Temporal Convolutions for Human Action Recognition in Videos Alexandros Stergiou R. Poppe 6 1 0 08 Nov 2020
Deep Analysis of CNN-based Spatio-temporal Representations for Action Recognition Chun-Fu Chen Rameswar Panda K. Ramakrishnan Rogerio Feris J. M. Cohn A. Oliva Quanfu Fan 10 84 0 22 Oct 2020
Back to the Future: Cycle Encoding Prediction for Self-supervised Contrastive Video Representation Learning Xinyu Yang Majid Mirmehdi T. Burghardt 18 4 0 14 Oct 2020
Dissected 3D CNNs: Temporal Skip Connections for Efficient Online Video Processing Okan Kopuklu Stefan Hormann Fabian Herzog Hakan Çevikalp Gerhard Rigoll 3DPC 6 14 0 30 Sep 2020
PERF-Net: Pose Empowered RGB-Flow Net Yinxiao Li Zhichao Lu Xuehan Xiong Jonathan Huang 3DH 24 15 0 28 Sep 2020
Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations Yanyi Zhang Xinyu Li I. Marsic HAI 8 18 0 16 Sep 2020
Spatiotemporal Contrastive Video Representation Learning Rui Qian Tianjian Meng Boqing Gong Ming-Hsuan Yang H. Wang Serge J. Belongie Yin Cui SSL AI4TS 12 486 0 09 Aug 2020
Region-based Non-local Operation for Video Classification Guoxi Huang A. Bors 6 11 0 17 Jul 2020
Alleviating Over-segmentation Errors by Detecting Action Boundaries Yuchi Ishikawa Seito Kasai Y. Aoki Hirokatsu Kataoka 6 135 0 14 Jul 2020
IntegralAction: Pose-driven Feature Integration for Robust Human Action Recognition in Videos Gyeongsik Moon Heeseung Kwon Kyoung Mu Lee Minsu Cho 14 22 0 13 Jul 2020
Learn to cycle: Time-consistent feature discovery for action recognition Alexandros Stergiou R. Poppe 6 23 0 15 Jun 2020
Joint Multi-Dimension Pruning via Numerical Gradient Update Zechun Liu X. Zhang Zhiqiang Shen Zhe Li Yichen Wei Kwang-Ting Cheng Jian Sun 26 18 0 18 May 2020
Tiny Video Networks A. Piergiovanni A. Angelova Michael S. Ryoo 12 42 0 15 Oct 2019
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 102 149 0 28 Sep 2019
Video Modeling with Correlation Networks Heng Wang Du Tran Lorenzo Torresani Matt Feiszli 8 120 0 07 Jun 2019
AdaFrame: Adaptive Frame Selection for Fast Video Recognition Zuxuan Wu Caiming Xiong Chih-Yao Ma R. Socher L. Davis 110 194 0 29 Nov 2018
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 111 495 0 24 Apr 2018
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 261 10,106 0 16 Nov 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 237 7,597 0 03 Jul 2012