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 self-supervised learning, transformers, multimodal applications, and interpretability.

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

selected publications

  1. LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate
    Anthony Fuller, Daniel G. Kyrollos, Yousef Yassin, and 1 more author
    In Thirty-eighth Conference on Neural Information Processing Systems (NeurIPS), 2024
  2. CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders
    Anthony Fuller, Koreen Millard, and James R Green
    In Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), 2023
  3. SatViT: Pretraining Transformers for Earth Observation
    Anthony Fuller, Koreen Millard, and James R. Green
    IEEE Geoscience and Remote Sensing Letters, 2022