Pierre Baque
8 papers · 2015–2021 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (16)
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Machine Learning
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variational inference
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3d reconstruction
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bayesian inference
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gradient-based optimization
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object detection
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pedestrian detection
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geometric deep learning
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kullback-leibler divergence
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differentiable rendering
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mesh generation
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uncertainty estimation
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Papers
Masksembles for Uncertainty Estimation
CVPR 2021
MeshSDF: Differentiable Iso-Surface Extraction
NeurIPS 2020
Geodesic Convolutional Shape Optimization
ICML 2018
WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection
CVPR 2018
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection
ICCV 2017
Multi-Modal Mean-Fields via Cardinality-Based Clamping
CVPR 2017
Principled Parallel Mean-Field Inference for Discrete Random Fields
CVPR 2016
Kullback-Leibler Proximal Variational Inference
NeurIPS 2015