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"

24 / 24 papers shown

Title
A Comprehensive Review of Few-shot Action Recognition Yuyang Wanyan Xiaoshan Yang Weiming Dong Changsheng Xu VLM 80 3 0 20 Jul 2024
Zero-Shot Aerial Object Detection with Visual Description Regularization Zhengqing Zang Chenyu Lin Chenwei Tang Tao Wang Jiancheng Lv ObjD 37 10 0 28 Feb 2024
Meet JEANIE: a Similarity Measure for 3D Skeleton Sequences via Temporal-Viewpoint Alignment Lei Wang Jun Liu Liang Zheng Tom Gedeon Piotr Koniusz 33 9 0 07 Feb 2024
Telling Stories for Common Sense Zero-Shot Action Recognition Shreyank N. Gowda Carolina Scarton LM&Ro 30 2 0 29 Sep 2023
Synthetic Sample Selection for Generalized Zero-Shot Learning Shreyank N. Gowda 30 16 0 06 Apr 2023
Temporal-Viewpoint Transportation Plan for Skeletal Few-shot Action Recognition Lei Wang Piotr Koniusz 47 27 0 30 Oct 2022
Global Semantic Descriptors for Zero-Shot Action Recognition Valter Estevam Rayson Laroca Hélio Pedrini David Menotti 35 3 0 24 Sep 2022
Compound Prototype Matching for Few-shot Action Recognition Yifei Huang Lijin Yang Yoichi Sato 30 43 0 12 Jul 2022
Revisiting Classifier: Transferring Vision-Language Models for Video Recognition Wenhao Wu Zhun Sun Wanli Ouyang VLM 103 93 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 28 52 0 02 Jun 2022
End-to-End Semantic Video Transformer for Zero-Shot Action Recognition Keval Doshi Yasin Yılmaz ViT 32 2 0 10 Mar 2022
3D Skeleton-based Few-shot Action Recognition with JEANIE is not so Naïve Lei Wang Jun Liu Piotr Koniusz 42 20 0 23 Dec 2021
Multi-Modal Zero-Shot Sign Language Recognition R. Rastgoo Kourosh Kiani Sergio Escalera Mohammad Sabokrou SLR 19 5 0 02 Sep 2021
Object Priors for Classifying and Localizing Unseen Actions Pascal Mettes William Thong Cees G. M. Snoek 27 20 0 10 Apr 2021
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review Mahdi Rezaei Mahsa Shahidi 29 53 0 29 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 137 127 0 03 Mar 2020
Few-shot Action Recognition with Permutation-invariant Attention Hongguang Zhang Li Zhang Xiaojuan Qi Hongdong Li Philip Torr Piotr Koniusz 24 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 39 336 0 15 Dec 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 32 41 0 19 Oct 2019
TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition M. Bishay Georgios Zoumpourlis Ioannis Patras ViT 27 155 0 21 Jul 2019
Few-Shot Video Classification via Temporal Alignment Kaidi Cao Jingwei Ji Zhangjie Cao C. Chang Juan Carlos Niebles AI4TS 27 235 0 27 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 22 141 0 18 Apr 2019
A Zero-Shot Framework for Sketch-based Image Retrieval Sasi Kiran Yelamarthi M. K. Reddy Ashish Mishra Anurag Mittal 24 185 0 31 Jul 2018
Cross-modal Hallucination for Few-shot Fine-grained Recognition Frederik Pahde P. Jähnichen T. Klein Moin Nabi 36 21 0 13 Jun 2018