Lynton Ardizzone

4 papers · 2019–2022 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CVPR (2) ICLR (1) NeurIPS (1)

Top co-authors

Carsten Rother (4) Ullrich Köthe (4) Radek Mackowiak (3) Titus Leistner (1) Jakob Kruse (1)

Research topics

Artificial Intelligence (4) Deep Learning (4) Computer Vision (2) Machine Learning (2) Analysis (2) Bayesian & Probabilistic (2) Core AI (2) Core Methods (2) Learning Types (2) Models (2) Application Areas (1) Architectures (1)

Keywords

posterior distribution (2) generative classifier (2) parameter estimation (1) uncertainty quantification (1) depth estimation (1) latent variable (1) inverse problem (1) normalizing flow (1) out-of-distribution detection (1) trustworthy ai (1) invertible neural network (1) light field (1) depth prediction (1) neural network (1) image classification (1) multimodal depth (1) information bottleneck (1)

Papers

Towards Multimodal Depth Estimation From Light Fields CVPR 2022 Generative Classifiers as a Basis for Trustworthy Image Classification CVPR 2021 Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification NeurIPS 2020 Analyzing Inverse Problems with Invertible Neural Networks ICLR 2019