Chandler Timm C. Doloriel

PhD Research Fellow at Norwegian University of Life Sciences

Chandler Timm C. Doloriel

Chandler Timm C. Doloriel
PhD Research Fellow
NMBU - Norwegian University of Life Sciences
Ås, Norway

Email: chandlertimmdoloriel@gmail.com
Github: chandlerbing65nm
Google Scholar

About Me

I am a PhD researcher focusing on test‑time adaptation with applications to aquaculture, advised by Habib Ullah, Kristian Hovde Liland, Fadi Al Machot, Muhammad Salman Siddiqui, and Tor Kristian Stevik.

Previously, I was a Senior Research Assistant at Singapore University of Technology and Design (SUTD) under Ngai‑Man Cheung on deepfake detection. Outside research, I occasionally practice muay-thai, swimming, and run marathons (half).

I am interested in collaborating with researchers working on test-time adaptation. Please feel free to contact me if your work aligns with this area.

Research Interests

My research interests are:

  • Test-Time Adaptation
  • Deepfake Detection
  • Object Detection

News

2025/12 - Presented our work on test-time adaptation at EurIPS 2025 Workshop: Unifying Perspectives in Learning Biases at Copenhagen, Denmark
2025/8 - Enrolled to course IN9310 Advanced Deep Learning for Image Analysis at University of Oslo
2025/2 - Enrolled to course PENG9560 Topics in Artificial Intelligence and Machine Learning at Oslo Metropolitan University
2025/1 - Attended Northern Lights Deep Learning Conference at University of Tromsø
2024/7 - Started PhD at Norwegian University of Life Sciences (NMBU)
2024/4 - One paper accepted at ICASSP'24!
2023/9 - Senior Research Assistant at Singapore Uni. of Tech. and Design (SUTD)
2023/4 - Visiting Research Fellow at Singapore Uni. of Tech. and Design (SUTD)
2023/2 - Received my Master degree at University of the Philippines Diliman
2023/1 - One paper accepted at WACVW'23!

Papers

Mask to Adapt: Simple Random Masking Enables Robust Continual Test-Time Learning
Chandler Timm C. Doloriel
Ongoing work
Towards Sustainable Universal Deepfake Detection with Frequency-Domain Masking
Chandler Timm C. Doloriel, Habib Ullah, Kristian Hovde Liland, Fadi Al Machot, Ngai-Man Cheung
Under review
Frequency Masking for Universal DeepFake Detection
Chandler Timm C. Doloriel, Ngai-Man Cheung
ICASSP, 2024
Improving the Detection of Small Oriented Objects in Aerial Images
Chandler Timm C. Doloriel, Rhandley D. Cajote
WACVW, 2023

Services

  • Reviewer, ACM TOMM
  • Reviewer, IEEE TMM
  • Reviewer, IEEE ICASSP, 2024