Duc Tam Nguyen

3 papers · 2019–2021 · 3 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) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ICLR (1) ICML (1)

Top co-authors

Thomas Brox (3) Thi Phuong Nhung Ngo (1) Thi Hoai Phuong Nguyen (1) Maximilian Dax (1) Laura Beggel (1) Andong Tan (1) Chaithanya Kumar Mummadi (1) Michael Klar (1) Matthias Nießner (1) Zhongyu Lou (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Learning Types (2) Application Areas (1) Architectures (1) Core AI (1) Core Methods (1) Models (1) Techniques (1)

Keywords

image classification (2) adversarial learning (1) semi-supervised learning (1) anomaly detection (1) noisy label learning (1) attention mechanism (1) label noise (1) geometric prior (1) generative model (1) convolutional neural network (1) attention map (1) self-attention network (1) neural network (1) one-class learning (1)

Papers

Explicitly Modeled Attention Maps for Image Classification AAAI 2021 SELF: Learning to Filter Noisy Labels with Self-Ensembling ICLR 2020 Anomaly Detection With Multiple-Hypotheses Predictions ICML 2019