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HuguesSib/README.md

Hi, I'm Hugues 👋

PhD student at EPFL ECEO (Switzerland), working on AI for coral reef monitoring: 3D reconstruction, semantic segmentation, and tracking change on the same reef over time. I also build agentic systems at Clade.

I think most AI problems are retrieval problems: how you find and represent information.

Papers

  • ColPali: Efficient Document Retrieval with Vision Language Models (ICLR 2025) · arXiv
  • Cross-Temporal Reef Relocalization (Marine Vision Workshop @ ECCV 2026)

Background: MSc in ML & Signal Processing, ETH Zürich · 8 months volunteering across Asia

LinkedIn X Email Resume

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  1. colpali colpali Public

    Forked from illuin-tech/colpali

    The code used to train and run inference with the ColPali architecture.

    Python

  2. illuin-tech/vidore-benchmark illuin-tech/vidore-benchmark Public

    Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.

    Python 279 40

  3. IRM-Metastases-Segmentation IRM-Metastases-Segmentation Public

    Segmenting brain metastases with minimal annotations for radiotherapy applications.

    Python 1

  4. DeepPoly-Prover DeepPoly-Prover Public

    Formal verification tool for neural network robustness - critical for AI safety in high-stakes applications

    Python 1