Kobus Barnard

12 papers · 2003–2024 · 8 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Ultra 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🌱 Topic Pioneer 🌟 Keyword Trendsetter Combo (8) 🏆 Keyword Champion 🧭 Keyword Pioneer 🧬 Topic Evolution 💎 Century Club · Bronze 🗃️ Keyword Collector (75) 📈 Trend Setter 🌈 Renaissance Researcher (5) 🚀 Conference Pioneer

Venues

CVPR (2) ICML (2) NeurIPS (2) WACV (2) ECCV (1) ICCV (1) JMLR (1) NAACL (1)

Top co-authors

Emily Butler (3) Adarsh Pyarelal (3) Jinyan Guan (3) Ernesto Brau (3) Kyle Simek (2) Clayton Morrison (2) Luca Del Pero (2) Meghavarshini Krishnaswamy (2) Paulo Soares (2) Yiquan Wu (2)

Research topics

Machine Learning (7) Artificial Intelligence (6) Computer Vision (6) Analysis (5) Bayesian & Probabilistic · Artificial Intelligence (4) Core Methods (4) Core AI (3) Optimization & Theory (3) Deep Learning (2) Interdisciplinary (2) Social (2) Data Science & Analytics (1) Mathematics & Optimization (1) Architectures (1) Bayesian & Probabilistic · Machine Learning (1)

Keywords

bayesian inference (3) object recognition (2) 3d reconstruction (2) multimodal learning (2) channel attention (2) image likelihood (2) physiological signal (2) attention mechanism (1) feature extraction (1) semantic segmentation (1) object detection (1) metropolis-hastings sampling (1) structure learning (1) speech recognition (1) markov chain monte carlo (1) probabilistic modeling (1) eye tracking (1) knowledge base (1) latent dirichlet allocation (1) scene understanding (1)

Papers

Probabilistic Modeling of Interpersonal Coordination Processes ICML 2024 The ToMCAT Dataset NeurIPS 2023 Asymmetric Contextual Modulation for Infrared Small Target Detection WACV 2021 Attentional Feature Fusion WACV 2021 Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models NAACL 2019 Multiple-gaze geometry: Inferring novel 3D locations from gazes observed in monocular video ECCV 2018 Moderated and Drifting Linear Dynamical Systems ICML 2015 A Statistical Model for Recreational Trails in Aerial Images CVPR 2013 Bayesian 3D Tracking from Monocular Video ICCV 2013 Understanding Bayesian Rooms Using Composite 3D Object Models CVPR 2013 Learning models of object structure NeurIPS 2009 Matching Words and Pictures JMLR 2003