Pierre Baque
8 papers · 2015–2021 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π§¬
Topic Evolution
Conferences
CVPR (4)
NIPS (2)
ICCV (1)
ICML (1)
Top co-authors
Keywords
variational inference
(2)
3d reconstruction
(1)
probabilistic modeling
(1)
bayesian inference
(1)
gradient-based optimization
(1)
object detection
(1)
pedestrian detection
(1)
geometric deep learning
(1)
natural gradient
(1)
random fields
(1)
kullback-leibler divergence
(1)
exponential family
(1)
proximal gradient
(1)
gpu computing
(1)
graphical model
(1)
convolutional neural network
(1)
proximal algorithm
(1)
differentiable rendering
(1)
mesh generation
(1)
uncertainty estimation
(1)
Papers
Masksembles for Uncertainty Estimation
CVPR 2021
MeshSDF: Differentiable Iso-Surface Extraction
NIPS 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
NIPS 2015