A Generative Approach to Zero-Shot and Few-Shot Action Recognition

27 January 2018

Ashish Mishra

Vinay Kumar Verma

M. K. Reddy

Arulkumar Subramaniam

Papers citing "A Generative Approach to Zero-Shot and Few-Shot Action Recognition"

42 / 42 papers shown

Title
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 169 4 0 20 Jul 2024
Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models Wenhao Wu Xiaohan Wang Haipeng Luo Jingdong Wang Yi Yang Wanli Ouyang 172 53 0 31 Dec 2022
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition Lei Wang Piotr Koniusz 143 29 0 30 Oct 2022
Global Semantic Descriptors for Zero-Shot Action Recognition Valter Estevam Rayson Laroca Hélio Pedrini David Menotti 92 3 0 24 Sep 2022
Hierarchical Compositional Representations for Few-shot Action Recognition Chang-bo Li Jie Zhang Shuzhe Wu Xin Jin Shiguang Shan 84 23 0 19 Aug 2022
Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models Rui Qian Yeqing Li Zheng Xu Ming-Hsuan Yang Serge Belongie Huayu Chen VLM 71 22 0 15 Jul 2022
Compound Prototype Matching for Few-shot Action Recognition Yifei Huang Lijin Yang Yoichi Sato 132 44 0 12 Jul 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Wenhao Wu Zhun Sun Wanli Ouyang VLM 179 99 0 04 Jul 2022
A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications Fei Wu Qingzhong Wang Jian Bian Haoyi Xiong Ning Ding Feixiang Lu Junqing Cheng Dejing Dou AI4TS 84 56 0 02 Jun 2022
End-to-End Semantic Video Transformer for Zero-Shot Action Recognition Keval Doshi Yasin Yılmaz ViT 71 2 0 10 Mar 2022
Multi-level Second-order Few-shot Learning Hongguang Zhang Hongdong Li Piotr Koniusz 98 35 0 15 Jan 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 96 21 0 23 Dec 2021
Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition James Hong Matthew Fisher Michael Gharbi Kayvon Fatahalian 3DH 104 41 0 03 Sep 2021
Few Shot Activity Recognition Using Variational Inference Neeraj Kumar Siddhansh Narang BDL VLM 43 5 0 20 Aug 2021
Learning Implicit Temporal Alignment for Few-shot Video Classification Songyang Zhang Jiale Zhou Xuming He AI4TS 85 45 0 11 May 2021
Object Priors for Classifying and Localizing Unseen Actions Pascal Mettes William Thong Cees G. M. Snoek 79 20 0 10 Apr 2021
CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition Shreyank N. Gowda Laura Sevilla-Lara Frank Keller Marcus Rohrbach VLM 112 23 0 18 Jan 2021
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning Zhi Chen Zi Huang Jingjing Li Zheng Zhang UQCV 41 12 0 09 Jan 2021
Few-shot Action Recognition with Implicit Temporal Alignment and Pair Similarity Optimization Congqi Cao Yajuan Li Qinyi Lv Peng Wang Yanning Zhang 61 32 0 13 Oct 2020
All About Knowledge Graphs for Actions P. Ghosh Nirat Saini L. Davis Abhinav Shrivastava 80 31 0 28 Aug 2020
Weak Supervision and Referring Attention for Temporal-Textual Association Learning Zhiyuan Fang Shu Kong Zhe Wang Charless C. Fowlkes Yezhou Yang 66 17 0 21 Jun 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 111 55 0 29 Apr 2020
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition Raphael Memmesheimer Nick Theisen Dietrich Paulus 103 45 0 23 Apr 2020
Rethinking Zero-shot Video Classification: End-to-end Training for Realistic Applications Biagio Brattoli Joseph Tighe Fedor Zhdanov Pietro Perona Krzysztof Chalupka VLM 245 130 0 03 Mar 2020
Stacked Adversarial Network for Zero-Shot Sketch based Image Retrieval Anubha Pandey Ashish Mishra Vinay Kumar Verma Anurag Mittal H. Murthy GAN 90 30 0 18 Jan 2020
Few-shot Action Recognition with Permutation-invariant Attention Hongguang Zhang Li Zhang Xiaojuan Qi Hongdong Li Philip Torr Piotr Koniusz 45 3 0 12 Jan 2020
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 80 346 0 15 Dec 2019
DASZL: Dynamic Action Signatures for Zero-shot Learning Tae Soo Kim Jonathan D. Jones Michael Peven Zihao Xiao Jin Bai Yi Zhang Weichao Qiu Alan Yuille Gregory Hager 64 3 0 08 Dec 2019
Skeleton based Zero Shot Action Recognition in Joint Pose-Language Semantic Space Bhavan A. Jasani Afshaan Mazagonwalla 55 19 0 26 Nov 2019
Coordinated Joint Multimodal Embeddings for Generalized Audio-Visual Zeroshot Classification and Retrieval of Videos Kranti K. Parida Neeraj Matiyali T. Guha Gaurav Sharma VLM 69 42 0 19 Oct 2019
ProtoGAN: Towards Few Shot Learning for Action Recognition Sai Kumar Dwivedi Vikram Gupta Rahul Mitra Shuaib Ahmed Arjun Jain 97 96 0 17 Sep 2019
Zero-Shot Action Recognition in Videos: A Survey Valter Estevam Hélio Pedrini David Menotti 95 59 0 13 Sep 2019
A Meta-Learning Framework for Generalized Zero-Shot Learning Vinay Kumar Verma Dhanajit Brahma Piyush Rai BDL DiffM VLM 75 19 0 10 Sep 2019
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 91 155 0 21 Jul 2019
Few-Shot Video Classification via Temporal Alignment Kaidi Cao Jingwei Ji Zhangjie Cao C. Chang Juan Carlos Niebles AI4TS 93 242 0 27 Jun 2019
Federated AI lets a team imagine together: Federated Learning of GANs R. A N. V FedML 58 6 0 09 Jun 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 80 142 0 18 Apr 2019
Generative Model for Zero-Shot Sketch-Based Image Retrieval Vinay Kumar Verma Aakansha Mishra Ashish Mishra Piyush Rai BDL DiffM 73 25 0 18 Apr 2019
Similarity R-C3D for Few-shot Temporal Activity Detection Huijuan Xu Bingyi Kang Ximeng Sun Jiashi Feng Kate Saenko Trevor Darrell 76 11 0 25 Dec 2018
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 151 187 0 31 Jul 2018
Human Action Recognition and Prediction: A Survey Yu Kong Y. Fu 95 632 0 28 Jun 2018
Cross-modal Hallucination for Few-shot Fine-grained Recognition Frederik Pahde P. Jähnichen T. Klein Moin Nabi 85 21 0 13 Jun 2018