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Juan Carlos Niebles

Salesforce (United States)(US)Stanford University(US)

Publications by Year

Research Areas

Human Pose and Action Recognition, Multimodal Machine Learning Applications, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning, Video Analysis and Summarization

Most-Cited Works

→ ActivityNet: A large-scale video benchmark for human activity understanding(2015)2,580 cited
→ On the Opportunities and Risks of Foundation Models(2021)2,136 cited
→ Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words(2008)1,480 cited
→ Modeling Temporal Structure of Decomposable Motion Segments for Activity Classification(2010)717 cited
→ SST: Single-Stream Temporal Action Proposals(2017)466 cited
→ DAPs: Deep Action Proposals for Action Understanding(2016)432 cited
→ A Hierarchical Model of Shape and Appearance for Human Action Classification(2007)419 cited

→ Fast Temporal Activity Proposals for Efficient Detection of Human Actions in Untrimmed Videos(2016)297 cited

→ Vision-based action recognition of earthmoving equipment using spatio-temporal features and support vector machine classifiers(2013)282 cited