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81 followers · 37 following

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Achievement: Starstruckx2Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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Achievement: Starstruckx2Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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AKASH2907/README.md

Hola, I'm Akash Kumar! 👋

  • 🔭 I’m a final-year Ph.D. student at the University of Central Florida.
  • 🌱 Research Focus: Label-efficient approaches (Weakly/Semi/Self) for dense video tasks (Unimodal - Video Action Detection and Multimodal - Spatio-Temporal Video Grounding).
  • 🤖 Looking actively for full-time positions. Feel free to drop me an email.
    • 🔬 Label-Efficient (self/semi/weakly-supervised)
    • 🎥 Dense Video understanding (detection/segmentation)
    • 🤝 Adapting VLMs to be more user interactive + context aware

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  1. copsal-weakly-stvg copsal-weakly-stvg Public

    [ICLR'25, 5xCVPRW'25] Contextual Self-paced Learning for Weakly Supervised Spatio-Temporal Video Grounding

    1

  2. stable-mean-teacher stable-mean-teacher Public

    [AAAI25 Main Technical Track] Stable Mean Teacher for Semi-supervised Video Action Detection

    Python 4

  3. pi-consistency-activity-detection pi-consistency-activity-detection Public

    [CVPR 2022] End-to-End Semi-Supervised Learning for Video Action Detection

    Python 35 4

  4. semi-sup-active-learning semi-sup-active-learning Public

    [AAAI-24 Main Technical Track] - Semi-Supervised Active Learning for Video Action Detection

    Python 1

  5. project_sunroof_india project_sunroof_india Public

    Analyzed Google Satellite images to generate a report on individual house rooftop's solar power potential

    Python 157 46

  6. deepfakes_video_classification deepfakes_video_classification Public

    Deepfakes Video classification via CNN, LSTM, C3D and triplets [IWBF'20]

    Python 67 20