Thomas Ploetz

2 papers · 2013–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

AAAI (1) CVPR (1)

Top co-authors

Irfan Essa (2) Sankalita Saha (1) Harish Haresamudram (1) Mashfiqui Rabbi (1) Grant Schindler (1) Vinay Bettadapura (1) Apoorva Beedu (1)

Research topics

Computer Vision (2) Machine Learning (2) Analysis (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Applications (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

contrastive learning (1) temporal modeling (1) transfer learning (1) anomaly detection (1) human activity recognition (1) cross-modal learning (1) sensor fusion (1) activity recognition (1) wearable sensor (1) foundation model (1) sensor-based recognition (1) regular expression (1) bag of word (1) pattern discovery (1) cross-modal contrastive learning (1) natural language supervision (1)

Papers

Limitations in Employing Natural Language Supervision for Sensor-Based Human Activity Recognition - And Ways to Overcome Them AAAI 2025 Augmenting Bag-of-Words: Data-Driven Discovery of Temporal and Structural Information for Activity Recognition CVPR 2013