Publications

Kevin Denamganaï (2026). On Compositional Learning Behaviours in Formal Mathematics.

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Kevin Denamganaï, Kartic Subr (2026). Language Model Inversion through End-to-End Differentiation.

Sean Memery, Kevin Denamganaï, Anna Kapron-King, Kartic Subr (2025). xInv: Explainable Optimization of Inverse Problems.

Sean Memery, Kevin Denamganaï, Jiaxin Zhang, Zehai Tu, Yiwen Guo, Kartic Subr (2025). CueTip: An Interactive and Explainable Physics-aware Pool Assistant. In SIGGRAPH 2025.

Kevin Denamganaï, Tim Bradley, Pierluigi Vito Amadori, Sondess Missaoui, Guy Moss, James Alfred Walker (2024). EReLELA: Exploration in Reinforcement Learning via Emergent Language Abstractions.

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Kevin Denamganaï, Sondess Missaoui, James Alfred Walker (2023). Visual Referential Games Further the Emergence of Disentangled Representations.

Kevin Denamganaï, Daniel Hernandez, Ozan Vardal, Sondess Missaoui, James Alfred Walker (2023). ETHER: Aligning Emergent Communication for Hindsight Experience Replay.

Kevin Denamganaï, Sondess Missaoui, James Alfred Walker (2021). Meta-Referential Games to Learn Compositional Learning Behaviours.

Kevin Denamganaï, James Alfred Walker (2020). On (Emergent) Systematic Generalisation and Compositionality in Visual Referential Games with Straight-Through Gumbel-Softmax Estimator. In EmeCom 2020.

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Kevin Denamganaï, James Alfred Walker (2020). ReferentialGym: A Nomenclature and Framework for Language Emergence & Grounding in (Visual) Referential Games. In EmeCom 2020.

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