A Large-Scale Robustness Analysis of Video Action Recognition Models

Author:

Schiappa Madeline Chantry1,Biyani Naman2,Kamtam Prudvi1,Vyas Shruti1,Palangi Hamid3,Vineet Vibhav3,Rawat Yogesh1

Affiliation:

1. University of Central Florida,CRCV

2. IIT Kanpur

3. Microsoft Research

Publisher

IEEE

Reference72 articles.

1. Ai failure in real-world application;coberly;Techspot,2020

2. Deep analysis of cnn-based spatiotemporal representations for action recognition;chen;Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition,0

3. Asynchronous interaction aggregation for action detection;tang;European Conference on Computer Vision,2020

4. Tclr: Temporal contrastive learning for video representation;dave;Computer Vision and Image Understanding,2022

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1. Estimation of Multi-Expert Sperm Assessments Using Video Recognition Based Model Trained by EMD Loss;IEEE Access;2024

2. Exploring Motion Cues for Video Test-Time Adaptation;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

3. EventTransAct: A Video Transformer-Based Framework for Event-Camera Based Action Recognition;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

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