Trevine Oorloff

Ph.D. candidate at University of Maryland - College Park, Maryland, USA

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I am a Ph.D. candidate at the University of Maryland - College Park, pursuing research under the supervision of Dr. Yaser Yacoob. I possess a keen interest in computer vision, AI, and machine learning, especially in generative models (image/video), latent space exploration/ manipulation, and media forensics. Currently, my research focus is on extending image generative models temporally enabling face video re-enactment related applications through latent space exploration.

News

Feb, 2024 AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection got accepted to CVPR'24.
Feb, 2024 Joined Apple, Seattle, WA, USA as a Computer Vision Research Intern.
Feb, 2024 Successfully completed my PhD proposal examination and advanced to candidacy.
Oct, 2023 Expressive Talking Head Video Encoding in StyleGAN2 Latent-Space wins the Best Paper Award at the CVEU2023 Workshop at ICCV’23.
Aug, 2023 Expressive Talking Head Video Encoding in StyleGAN2 Latent-Space got accepted to the CVEU2023 Workshop at ICCV’23 as an Oral Presentation.
Jul, 2023 Robust One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2 got accepted to ICCV’23.
May, 2023 Joined Reality Defender Inc, New York, USA as a Research Scientist Intern (Vision/Audio).

Selected Publications

  1. AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
    Trevine Oorloff, Surya Koppisetti, Nicolò Bonettini, Divyaraj Solanki, Ben Colman, Yaser Yacoob, Ali Shahriyari, and Gaurav Bharaj
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR’24), 2024
  2. teaser_robust.jpg
    Robust One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2
    Trevine Oorloff, and Yaser Yacoob
    In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV’23), 2023
  3. teaser_expressive.jpg
    Expressive Talking Head Video Encoding in StyleGAN2 Latent Space
    Trevine Oorloff, and Yaser Yacoob
    In ICCV’23 Workshop on AI for Creative Video Editing and Understanding, 2023