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Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Quickdraw

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Tariolle/README.md

Hack the World(s) (team finalist) - A 24h project from a hackathon on JEPAs and world models, applying geometry-aware representation learning to EEG: a strong SIGReg baseline, and evidence that SPD-tangent geometry makes the learned latent structure more visible.

Rose - Open-source League of Legends skin changer natively integrated into the client. 15K+ daily active users.

SLS-WM (ongoing research) - Annealed Structured Label Smoothing for discrete world models: a tokenizer-metric-aware CE replacement benchmarked on IRIS/Pong, with Geometry Dash as the real-time FSQ application.

Pinned Loading

  1. Alban1911/Rose Alban1911/Rose Public

    League, unlocked.

    Python 257 22

  2. sls-wm sls-wm Public

    Annealed Structured Label Smoothing for Discrete World Models

    Python 5

  3. opportunistic-target-selection opportunistic-target-selection Public

    Official code for Opportunistic Target Selection (accepted at CAp 2026): early commitment for query-efficient score-based black-box adversarial attacks

    Python 2

  4. hello-worlds hello-worlds Public

    Team finalist at Hack the World(s) 2026: geometry-aware self-supervised EEG with a strong SIGReg baseline and SPD-tangent latent analysis

    Python 3