Akash Kumar

Affiliations:
  • University of Central Florida, Center for Research in Computer Vision, Orlando, FL, USA


According to our database1, Akash Kumar authored at least 11 papers between 2022 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2025
OmViD: Omni-supervised active learning for video action detection.
CoRR, August, 2025

Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

A Large-Scale Analysis on Contextual Self-Supervised Video Representation Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

Stable Mean Teacher for Semi-supervised Video Action Detection.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Semi-supervised Active Learning for Video Action Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Semi-supervised Active Learning for Video Action Detection.
CoRR, 2023

Benchmarking self-supervised video representation learning.
CoRR, 2023

2022
Video Action Detection: Analysing Limitations and Challenges.
CoRR, 2022

GabriellaV2: Towards better generalization in surveillance videos for Action Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2022

End-to-End Semi-Supervised Learning for Video Action Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022


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