Radek Mackowiak

3 papers · 2020–2022 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🏆 Keyword Champion (2)

Venues

CVPR (2) NeurIPS (1)

Top co-authors

Carsten Rother (3) Lynton Ardizzone (3) Ullrich Köthe (3) Titus Leistner (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Computer Vision (2) Machine Learning (2) Analysis (2) Core AI (2) Core Methods (2) Learning Types (2) Models (2) Application Areas (1) Bayesian & Probabilistic (1)

Keywords

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