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albrateanu/README.md

About

I am Alexandru Brateanu, a first-year Ph.D. researcher in World Modelling and Physical AI at the University of Manchester, supervised by Dr. Tingting Mu and Prof. Timothy Cootes.

I received my B.Sc. in Computer Science from the University of Manchester in 2026.

Since 2024, I have also been working with Prof. Cosmin Ancuti, Prof. Codruta O. Ancuti, and Dr. Ciprian Orhei on deep learning methods for image restoration and enhancement.

Research Interests: World Modelling, Physical AI, Physically Grounded Representation Learning, Computer Vision, Image Restoration and Enhancement.

I am happy to discuss research ideas and potential collaborations.

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  1. multinex multinex Public

    [CVPR 2026] Multinex: Lightweight Low-light Image Enhancement via Multi-prior Retinex

    Python 81 11

  2. LYT-Net LYT-Net Public

    [SPL 2025] LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement

    Python 161 31

  3. ModalFormer ModalFormer Public

    [2025] ModalFormer: Multimodal Transformer for Low-Light Image Enhancement

    Python 28 3

  4. AKDT AKDT Public

    [VISAPP 2025] AKDT: Adaptive Kernel Dilation Transformer for Effective Image Denoising

    Python 23 2