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Emanuel Aldea

4 papers at tracked venues · 2 at CORE A* · active 2024–2026

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Venues

AAAI ×1ICLR ×1UAI ×1WACV ×1

Frequent coauthors

Sylvie Le Hégarat-Mascle
×2
Gianni Franchi
×2
Stephane Da Silva Martins
×1
Anthony Nguyen
×1
Renaud Lustrat
×1
Olivier Laurent
×1
Xuanlong Yu
×1
Jindong Gu
×1

Papers

  1. VISTA: A Vision and Intent-Aware Social Attention Framework for Multi-Agent Trajectory Prediction
    WACV 2026 ·
    Stephane Da Silva Martins
    , Emanuel Aldea,
    Sylvie Le Hégarat-Mascle
  2. Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior
    UAI 2025 ·
    Anthony Nguyen
    , Emanuel Aldea,
    Sylvie Le Hégarat-Mascle
    ,
    Renaud Lustrat
  3. A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
    ICLR 2024 ·
    Olivier Laurent
    , Emanuel Aldea,
    Gianni Franchi
  4. Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
    AAAI 2024 ·
    Xuanlong Yu
    ,
    Gianni Franchi
    ,
    Jindong Gu
    , Emanuel Aldea