Tony Ng
PhD @ MatchLab, Imperial College London | ex-Reality Labs, Meta & Scape Technologies | HK, London
about my research
I’m 4-th year Ph.D. student at MatchLab, Imperial College London. I am supervised by Prof. Krystian Mikolajczyk and co-supervised by Dr. Vassileios Balntas.
My research interests are Computer Vision, Deep Learning and 3D Geometry, specifically in combining them to solve the problem of Visual Localization for applications in Augmented Reality. My work include studies on Image Retrieval, Camera Pose Regression, Keypoints Detection & Description. Recently, I have started looking into the problem of privacy & security in computer vision, as well as multi-modal learning using language models (specifically auto-regressive Transformers).
news
Oct 7, 2022 | I completed a second research internship at Reality Labs, this time working on multi-modal understanding (text & geometry) using language models. |
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Jun 24, 2022 | Our paper NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning was presented at CVPR 2022, New Orleans LA. |
Dec 5, 2021 | I have been selected as an Outstanding Reviewer (top 8%) at NeurIPS 2021! |
Oct 24, 2021 | I completed my research internship at Reality Labs, Meta |
Aug 12, 2020 | My first paper, SOLAR: Second-Order Loss and Attention for Image Retrieval is accepted at ECCV 2020! [aXiv][GitHub] |