Emanuel Aldea
6 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (8)
🗺️
Taxonomy Completionist
(13)
Conferences
ECCV (2)
AAAI (1)
ICLR (1)
UAI (1)
WACV (1)
Top co-authors
Keywords
transformer architecture
(1)
bayesian inference
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
attention mechanism
(1)
trajectory prediction
(1)
posterior sampling
(1)
symmetry
(1)
collision avoidance
(1)
out-of-distribution detection
(1)
bayesian neural network
(1)
aleatoric uncertainty
(1)
autonomous system
(1)
goal-conditioned learning
(1)
goal-conditioned prediction
(1)
multi-agent system
(1)
multi-agent trajectory prediction
(1)
social attention
(1)
social interaction modeling
(1)
goal-conditioned transformer
(1)
Papers
VISTA: A Vision and Intent-Aware Social Attention Framework for Multi-Agent Trajectory Prediction
WACV 2026
Stochastic Embeddings : A Probabilistic and Geometric Analysis of Out-of-Distribution Behavior
UAI 2025
Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression
AAAI 2024
A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors
ICLR 2024
Latent Discriminant Deterministic Uncertainty
ECCV 2022
TRADI: Tracking Deep Neural network Weight Distributions
ECCV 2020