Anthony Fuller

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I am a Ph.D. student at Carleton University, supervised by Jim Green. I am broadly interested in deep learning — a bit more specifically, I am interested in computer vision, self-supervised learning, transformers, and multimodal applications.

I have a B.Eng. in Aerospace Engineering (2015) and an M.A.Sc. in Systems and Computer Engineering (2023), both from Carleton University.

I am at Vector Institute for the summer, working with Evan Shelhamer.

selected publications

  1. LookWhere? Efficient Visual Recognition by Learning Where to Look and What to See from Self-Supervision
    Anthony Fuller, Yousef Yassin, Junfeng Wen, and 4 more authors
    arxiv preprint, 2025
  2. Simpler Fast Vision Transformers with a Jumbo CLS Token
    Anthony Fuller, Yousef Yassin, Daniel G. Kyrollos, and 2 more authors
    arxiv preprint, 2025
  3. Galileo: Learning Global and Local Features in Pretrained Remote Sensing Models
    Gabriel Tseng, Anthony Fuller, Marlena Reil, and 7 more authors
    ICML, 2025
  4. LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
    Anthony Fuller, Daniel G. Kyrollos, Yousef Yassin, and 1 more author
    NeurIPS, 2024
  5. CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
    Anthony Fuller, Koreen Millard, and James R Green
    NeurIPS, 2023