Zero-Shot Action Recognition in Videos: A Survey

13 September 2019

David Menotti

Papers citing "Zero-Shot Action Recognition in Videos: A Survey"

50 / 56 papers shown

Title
SMART-Vision: Survey of Modern Action Recognition Techniques in Vision Ali AlShami Ryan Rabinowitz Khang Nhut Lam Yousra Shleibik Melkamu Mersha Terrance Boult Jugal Kalita MU 123 3 0 22 Jan 2025
Can masking background and object reduce static bias for zero-shot action recognition? Takumi Fukuzawa Kensho Hara Hirokatsu Kataoka Toru Tamaki 97 1 0 22 Jan 2025
TDSM: Triplet Diffusion for Skeleton-Text Matching in Zero-Shot Action Recognition Jeonghyeok Do Munchurl Kim 87 1 0 16 Nov 2024
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 126 3 0 20 Jul 2024
All About Knowledge Graphs for Actions P. Ghosh Nirat Saini L. Davis Abhinav Shrivastava 59 31 0 28 Aug 2020
ARID: A New Dataset for Recognizing Action in the Dark Yuecong Xu Jianfei Yang Haozhi Cao K. Mao Jianxiong Yin Simon See 49 72 0 06 Jun 2020
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Biagio Brattoli Joseph Tighe Fedor Zhdanov Pietro Perona Krzysztof Chalupka VLM 165 130 0 03 Mar 2020
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 62 155 0 21 Jul 2019
A Short Note on the Kinetics-700 Human Action Dataset João Carreira Eric Noland Chloe Hillier Andrew Zisserman 76 453 0 15 Jul 2019
Out-of-Distribution Detection for Generalized Zero-Shot Action Recognition Devraj Mandal Sanath Narayan Sai Kumar Dwivedi Vikram Gupta Shuaib Ahmed Fahad Shahbaz Khan Ling Shao OODD 51 141 0 18 Apr 2019
VideoBERT: A Joint Model for Video and Language Representation Learning Chen Sun Austin Myers Carl Vondrick Kevin Patrick Murphy Cordelia Schmid VLM SSL 79 1,246 0 03 Apr 2019
Real-time Hand Gesture Detection and Classification Using Convolutional Neural Networks Okan Kopuklu Ahmet Gunduz Neslihan Köse Gerhard Rigoll 44 203 0 29 Jan 2019
Action2Vec: A Crossmodal Embedding Approach to Action Learning Meera Hahn Andrew Silva James M. Rehg 63 58 0 02 Jan 2019
Informed Democracy: Voting-based Novelty Detection for Action Recognition Alina Roitberg Ziad Al-Halah Rainer Stiefelhagen 52 30 0 30 Oct 2018
Cross-Modal and Hierarchical Modeling of Video and Text Bowen Zhang Hexiang Hu Fei Sha BDL AI4TS 58 191 0 16 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Graph Convolutional Networks for Text Classification Liang Yao Chengsheng Mao Yuan Luo GNN 92 1,825 0 15 Sep 2018
A Short Note about Kinetics-600 João Carreira Eric Noland Andras Banki-Horvath Chloe Hillier Andrew Zisserman 84 527 0 03 Aug 2018
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 87 622 0 28 Jun 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification Chenrui Zhang Yuxin Peng 61 47 0 26 Apr 2018
Fine-grained Activity Recognition in Baseball Videos A. Piergiovanni Michael S. Ryoo 56 75 0 09 Apr 2018
Towards Universal Representation for Unseen Action Recognition Yi Zhu Yang Long Yu Guan Shawn D. Newsam Ling Shao AI4TS 86 103 0 22 Mar 2018
A Robust Real-Time Automatic License Plate Recognition Based on the YOLO Detector Rayson Laroca E. Severo L. A. Zanlorensi Luiz Eduardo Soares de Oliveira G. Gonçalves William Robson Schwartz David Menotti 43 414 0 26 Feb 2018
A Generative Approach to Zero-Shot and Few-Shot Action Recognition Ashish Mishra Vinay Kumar Verma M. K. Reddy Arulkumar Subramaniam Piyush Rai Anurag Mittal VLM GAN 65 132 0 27 Jan 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 218 3,030 0 30 Nov 2017
Generalized Zero-Shot Learning for Action Recognition with Web-Scale Video Data Kun Liu Wu Liu Huadong Ma Wenbing Huang Xiongxiong Dong 60 40 0 20 Oct 2017
Recent Advances in Zero-shot Recognition Yanwei Fu Tao Xiang Yu-Gang Jiang Xiangyang Xue Leonid Sigal S. Gong BDL VLM 60 178 0 13 Oct 2017
Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions Pascal Mettes Cees G. M. Snoek 50 87 0 28 Jul 2017
Alternative Semantic Representations for Zero-Shot Human Action Recognition Qian Wang Ke Chen VLM 65 73 0 28 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 232 8,019 0 22 May 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 250 3,806 0 19 May 2017
Zero-Shot Learning -- The Good, the Bad and the Ugly Yongqin Xian Bernt Schiele Zeynep Akata 71 843 0 13 Mar 2017
Unsupervised Learning of Sentence Embeddings using Compositional n-Gram Features Matteo Pagliardini Prakhar Gupta Martin Jaggi SSL 161 694 0 07 Mar 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 201 2,900 0 12 Dec 2016
Multi-Task Zero-Shot Action Recognition with Prioritised Data Augmentation Xun Xu Timothy M. Hospedales S. Gong 88 116 0 26 Nov 2016
Review of Action Recognition and Detection Methods Soo-Min Kang Richard P. Wildes 55 57 0 21 Oct 2016
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 641 29,076 0 09 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Zero-Shot Visual Recognition via Bidirectional Latent Embedding Qian Wang Ke Chen BDL 66 165 0 07 Jul 2016
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Xi Chen Yan Duan Rein Houthooft John Schulman Ilya Sutskever Pieter Abbeel GAN 159 4,235 0 12 Jun 2016
The THUMOS Challenge on Action Recognition for Videos "in the Wild" Haroon Idrees Amir Zamir Yu-Gang Jiang Alexander N. Gorban Ivan Laptev Rahul Sukthankar M. Shah 92 776 0 21 Apr 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 104 1,245 0 06 Apr 2016
Transductive Zero-Shot Action Recognition by Word-Vector Embedding Xun Xu Timothy M. Hospedales S. Gong VLM 60 166 0 13 Nov 2015
Objects2action: Classifying and localizing actions without any video example Mihir Jain Jan van Gemert Thomas Mensink Cees G. M. Snoek 49 158 0 23 Oct 2015
A robust and efficient video representation for action recognition Heng Wang Dan Oneaţă Jakob Verbeek Cordelia Schmid 55 326 0 21 Apr 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,305 0 11 Feb 2015
Semantic Embedding Space for Zero-Shot Action Recognition Xun Xu Timothy M. Hospedales S. Gong VLM 65 110 0 05 Feb 2015
Improving zero-shot learning by mitigating the hubness problem Georgiana Dinu Angeliki Lazaridou Marco Baroni VLM 55 380 0 20 Dec 2014
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 591 12,713 0 11 Dec 2014
Deep Representations for Iris, Face, and Fingerprint Spoofing Detection David Menotti G. Chiachia A. Pinto William Robson Schwartz Hélio Pedrini Alexandre Xavier Falcão Anderson de Rezende Rocha CVBM 62 456 0 08 Oct 2014