A Multigrid Method for Efficiently Training Video Models

A Multigrid Method for Efficiently Training Video Models

2 December 2019

Ross B. Girshick

Christoph Feichtenhofer

Philipp Krahenbuhl

Papers citing "A Multigrid Method for Efficiently Training Video Models"

17 / 67 papers shown

Title
RMS-Net: Regression and Masking for Soccer Event Spotting Matteo Tomei Lorenzo Baraldi Simone Calderara Simone Bronzin Rita Cucchiara 40 28 0 15 Feb 2021
Refining activation downsampling with SoftPool Alexandros Stergiou R. Poppe Grigorios Kalliatakis 32 158 0 02 Jan 2021
NUTA: Non-uniform Temporal Aggregation for Action Recognition Xinyu Li Chunhui Liu Bing Shuai Yi Zhu Hao Chen Joseph Tighe ViT 16 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 38 185 0 11 Dec 2020
Diverse Temporal Aggregation and Depthwise Spatiotemporal Factorization for Efficient Video Classification Youngwan Lee Hyungil Kim Kimin Yun Jinyoung Moon 26 12 0 01 Dec 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 24 30 0 17 Nov 2020
Multi-Temporal Convolutions for Human Action Recognition in Videos Alexandros Stergiou R. Poppe 29 1 0 08 Nov 2020
On the Transformer Growth for Progressive BERT Training Xiaotao Gu Liyuan Liu Hongkun Yu Jing Li Chong Chen Jiawei Han VLM 69 51 0 23 Oct 2020
Multi-Label Activity Recognition using Activity-specific Features and Activity Correlations Yanyi Zhang Xinyu Li I. Marsic HAI 28 23 0 16 Sep 2020
Curriculum Learning for Recurrent Video Object Segmentation Maria Gonzalez-i-Calabuig Carles Ventura Xavier Giró-i-Nieto VOS 30 1 0 15 Aug 2020
Hierarchical Action Classification with Network Pruning Mahdi Davoodikakhki KangKang Yin 34 19 0 30 Jul 2020
AViD Dataset: Anonymized Videos from Diverse Countries A. Piergiovanni Michael S. Ryoo 33 35 0 10 Jul 2020
Learn to cycle: Time-consistent feature discovery for action recognition Alexandros Stergiou R. Poppe 22 23 0 15 Jun 2020
Improving Semantic Segmentation via Self-Training Yi Zhu Zhongyue Zhang Chongruo Wu Zhi-Li Zhang Tong He Hang Zhang R. Manmatha Mu Li Alex Smola VLM SSL 26 56 0 30 Apr 2020
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis Jung Yeon Park K. T. Carr Stephan Zhang Yisong Yue Rose Yu 33 14 0 13 Feb 2020
Grouped Spatial-Temporal Aggregation for Efficient Action Recognition Chenxu Luo Alan Yuille 130 150 0 28 Sep 2019
ECO: Efficient Convolutional Network for Online Video Understanding Mohammadreza Zolfaghari Kamaljeet Singh Thomas Brox 142 496 0 24 Apr 2018