v1v2 (latest)

Beyond Short Snippets: Deep Networks for Video Classification

31 March 2015

Joe Yue-Hei Ng

Matthew J. Hausknecht

Sudheendra Vijayanarasimhan

Papers citing "Beyond Short Snippets: Deep Networks for Video Classification"

50 / 737 papers shown

Title
Temporal Aggregate Representations for Long-Range Video Understanding Fadime Sener Dipika Singhania Angela Yao AI4TS 67 7 0 01 Jun 2020
Complex Sequential Understanding through the Awareness of Spatial and Temporal Concepts Bo Pang Kaiwen Zha Hanwen Cao Jiajun Tang Minghui Yu Cewu Lu 77 25 0 30 May 2020
Deep learning with 4D spatio-temporal data representations for OCT-based force estimation N. Gessert M. Bengs M. Schlüter Alexander Schlaefer 58 23 0 20 May 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 103 112 0 13 May 2020
Localized convolutional neural networks for geospatial wind forecasting Arnas Uselis M. Lukoševičius Lukas Stasytis 40 16 0 12 May 2020
Video Contents Understanding using Deep Neural Networks Mohammadhossein Toutiaee Abbas Keshavarzi Abolfazl Farahani J. Miller 49 7 0 29 Apr 2020
Low-latency hand gesture recognition with a low resolution thermal imager Maarten Vandersteegen Wouter Reusen Kristof Van Beeck 38 17 0 24 Apr 2020
Group Activity Detection from Trajectory and Video Data in Soccer Ryan Sanford Siavash Gorji L. G. Hafemann B. Pourbabaee Mehrsan Javan 61 34 0 21 Apr 2020
Multi-level Binarized LSTM in EEG Classification for Wearable Devices Najmeh Nazari Seyed Ahmad Mirsalari Sima Sinaei M. Salehi Masoud Daneshtalab MQ 18 11 0 19 Apr 2020
X3D: Expanding Architectures for Efficient Video Recognition Christoph Feichtenhofer 184 1,029 0 09 Apr 2020
TEA: Temporal Excitation and Aggregation for Action Recognition Yan-Ran Li Bin Ji Xintian Shi Jianguo Zhang Bin Kang Limin Wang ViT 102 450 0 03 Apr 2020
Context-Aware Multi-Task Learning for Traffic Scene Recognition in Autonomous Vehicles Younkwan Lee Ji-Kwang Jeon Jongmin Yu M. Jeon 41 8 0 03 Apr 2020
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention Juan-Manuel Perez-Rua Brais Martínez Xiatian Zhu Antoine Toisoul Victor Escorcia Tao Xiang 129 19 0 02 Apr 2020
TapLab: A Fast Framework for Semantic Video Segmentation Tapping into Compressed-Domain Knowledge Junyi Feng Songyuan Li Xi Li Leilei Gan Qi Tian Ming-Hsuan Yang Haibin Ling VOS 52 24 0 30 Mar 2020
Actor-Transformers for Group Activity Recognition Kirill Gavrilyuk Ryan Sanford Mehrsan Javan Cees G. M. Snoek ViT 73 182 0 28 Mar 2020
Learning Object Permanence from Video Aviv Shamsian Ofri Kleinfeld Amir Globerson Gal Chechik SSL 140 32 0 23 Mar 2020
Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier Michael Hammann Maximilian Kraus S. Shafaei Alois C. Knoll 31 3 0 02 Mar 2020
VideoSSL: Semi-Supervised Learning for Video Classification Longlong Jing T. Parag Zhe Wu Yingli Tian Hongcheng Wang 64 52 0 29 Feb 2020
Knowledge Integration Networks for Action Recognition Shiwen Zhang Sheng Guo Limin Wang Weilin Huang Matthew R. Scott 123 18 0 18 Feb 2020
V4D:4D Convolutional Neural Networks for Video-level Representation Learning Shiwen Zhang Sheng Guo Weilin Huang Matthew R. Scott Limin Wang 50 73 0 18 Feb 2020
3D Gated Recurrent Fusion for Semantic Scene Completion Yu Liu Jie Li Qingsen Yan Xia Yuan Chunxia Zhao Ian Reid Cesar Cadena 3DPC 56 20 0 17 Feb 2020
Learning spatio-temporal representations with temporal squeeze pooling Guoxi Huang A. Bors ViT 53 12 0 11 Feb 2020
FSD-10: A Dataset for Competitive Sports Content Analysis Shenlan Liu Xiang Liu Gao Huang Lin Feng Lianyu Hu Dong Jiang Ai-Xuan Zhang Yang Liu Hong Qiao AI4TS 57 19 0 09 Feb 2020
Modality Compensation Network: Cross-Modal Adaptation for Action Recognition Sijie Song Jiaying Liu Yanghao Li Zongming Guo 69 46 0 31 Jan 2020
A Comprehensive Study on Temporal Modeling for Online Action Detection Wen Wang Xiaojiang Peng Yu Qiao Jian Cheng 48 2 0 21 Jan 2020
The benefits of synthetic data for action categorization Mohamad Ballout Mohammad Tuqan Daniel C. Asmar Elie A. Shammas George E. Sakr 39 6 0 20 Jan 2020
Spatio-Temporal Ranked-Attention Networks for Video Captioning A. Cherian Jue Wang Chiori Hori Tim K. Marks AI4TS 49 19 0 17 Jan 2020
Learning Spatiotemporal Features via Video and Text Pair Discrimination Tianhao Li Limin Wang VGen 68 57 0 16 Jan 2020
Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks Joanna Materzynska Tete Xiao Roei Herzig Huijuan Xu Xiaolong Wang Trevor Darrell CoGe 64 176 0 20 Dec 2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 94 346 0 15 Dec 2019
Ten AI Stepping Stones for Cybersecurity Ricardo Morla 45 3 0 14 Dec 2019
Self-Driving Car Steering Angle Prediction Based on Image Recognition Shuyang Du Haoli Guo Andrew Simpson LLMSV 80 87 0 11 Dec 2019
Listen to Look: Action Recognition by Previewing Audio Ruohan Gao Tae-Hyun Oh Kristen Grauman Lorenzo Torresani VLM 89 254 0 10 Dec 2019
Temporal Factorization of 3D Convolutional Kernels Gabrielle Ras L. Ambrogioni Umut Güçlü Marcel van Gerven 26 1 0 09 Dec 2019
View-invariant Deep Architecture for Human Action Recognition using late fusion Chhavi Dhiman Dinesh Kumar Vishwakarma 69 110 0 08 Dec 2019
Action Recognition via Pose-Based Graph Convolutional Networks with Intermediate Dense Supervision Lei Shi Yifan Zhang Jian Cheng Hanqing Lu 66 27 0 28 Nov 2019
Learning Efficient Video Representation with Video Shuffle Networks Pingchuan Ma Yao Zhou Yu Lu Wayne Zhang 63 7 0 26 Nov 2019
SRG: Snippet Relatedness-based Temporal Action Proposal Generator Hyunjun Eun Sumin Lee Jinyoung Moon Jongyoul Park Chanho Jung Changick Kim 50 24 0 26 Nov 2019
A Proposal-based Approach for Activity Image-to-Video Retrieval Ruicong Xu Li Niu Jianfu Zhang Liqing Zhang 41 19 0 24 Nov 2019
Orderless Recurrent Models for Multi-label Classification V. O. Yazici Abel Gonzalez-Garcia Arnau Ramisa Bartlomiej Twardowski Joost van de Weijer SSL 115 93 0 22 Nov 2019
Action Recognition Using Volumetric Motion Representations Michael Peven Gregory Hager A. Reiter 3DPC 58 0 0 19 Nov 2019
Convex Formulation of Overparameterized Deep Neural Networks Cong Fang Yihong Gu Weizhong Zhang Tong Zhang 83 28 0 18 Nov 2019
You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization Okan Kopuklu Xiangyu Wei Gerhard Rigoll 108 144 0 15 Nov 2019
RWF-2000: An Open Large Scale Video Database for Violence Detection Ming Cheng Kunjing Cai Ming Li 93 144 0 14 Nov 2019
Stacked dense optical flows and dropout layers to predict sperm motility and morphology Vajira Thambawita Pål Halvorsen Hugo Lewi Hammer Michael Riegler Trine B. Haugen 24 14 0 08 Nov 2019
Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding Yi-Chieh Liu Yung-An Hsieh Min-Hung Chen Chao-Han Huck Yang Jesper N. Tegnér Y. Tsai 86 19 0 06 Nov 2019
SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Network R. Yazdani Olatunji Ruwase Minjia Zhang Yuxiong He J. Arnau Antonio González 55 5 0 04 Nov 2019
MOD: A Deep Mixture Model with Online Knowledge Distillation for Large Scale Video Temporal Concept Localization Rongcheng Lin Jing Xiao Jianping Fan 21 4 0 27 Oct 2019
Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison Dongxu Li Cristian Rodriguez-Opazo Xin Yu Hongdong Li SLR 66 446 0 24 Oct 2019
Predictive Coding Networks Meet Action Recognition Xia Huang Hossein Mousavi Gemma Roig 48 1 0 22 Oct 2019