VideoMix: Rethinking Data Augmentation for Video Classification

VideoMix: Rethinking Data Augmentation for Video Classification

7 December 2020

Papers citing "VideoMix: Rethinking Data Augmentation for Video Classification"

15 / 15 papers shown

Title
Benchmarking the Robustness of Temporal Action Detection Models Against Temporal Corruptions Runhao Zeng Xiaoyong Chen Jiaming Liang Huisi Wu Guangzhong Cao Yong Guo AAML 39 3 0 29 Mar 2024
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction Junjian Lu Siwei Liu Dmitrii Kobylianski Etienne Dreyer Eilam Gross Houcheng Su 32 3 0 18 Feb 2024
Learning Human Action Recognition Representations Without Real Humans Howard Zhong Samarth Mishra Donghyun Kim SouYoung Jin Yikang Shen Hildegard Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogerio Feris 24 3 0 10 Nov 2023
S3Aug: Segmentation, Sampling, and Shift for Action Recognition Taiki Sugiura Toru Tamaki AI4TS 29 2 0 23 Oct 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt M. Felsberg D. Wang Huchuan Lu ViT 27 4 0 15 Sep 2023
A Survey of Mix-based Data Augmentation: Taxonomy, Methods, Applications, and Explainability Chengtai Cao Fan Zhou Yurou Dai Jianping Wang Kunpeng Zhang AAML 24 28 0 21 Dec 2022
Baby Physical Safety Monitoring in Smart Home Using Action Recognition System Victor A. Adewopo Nelly Elsayed Kelly Anderson 26 6 0 22 Oct 2022
A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park Sangdoo Yun Sanghyuk Chun AAML 21 32 0 21 Aug 2022
A Feature-space Multimodal Data Augmentation Technique for Text-video Retrieval Alex Falcon G. Serra Oswald Lanz VGen 42 25 0 03 Aug 2022
ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition Jun Kimata Tomoya Nitta Toru Tamaki 29 10 0 01 Apr 2022
AugLy: Data Augmentations for Robustness Zoe Papakipos Joanna Bitton AAML 31 53 0 17 Jan 2022
ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints Srijan Das Michael S. Ryoo SSL 37 17 0 07 Dec 2021
Evaluating Transformers for Lightweight Action Recognition Raivo Koot Markus Hennerbichler Haiping Lu ViT 28 8 0 18 Nov 2021
Scene-aware Learning Network for Radar Object Detection Zangwei Zheng Xiangyu Yue Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 35 8 0 03 Jul 2021
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,225 0 16 Nov 2016