Rizard Renanda Adhi Pramono — accepted AI-conference papers

2020

Empowering Relational Network by Self-Attention Augmented Conditional Random Fields for Group Activity Recognition

Rizard Renanda Adhi Pramono, Yie Tarng Chen, Wen Hsien Fang

ECCV 2020poster

This paper presents a novel relational network for group activity recognition. The core of our network is to augment the conditional random fields (CRF), amenable to learning inter-dependency of correlated observations, with the newly devised temporal and spatial self-attention to learn the temporal…

Cited by 80 Source ↗PDF ↗Scholar ↗

2019

Hierarchical Self-Attention Network for Action Localization in Videos

Rizard Renanda Adhi Pramono, Yie-Tarng Chen, Wen-Hsien Fang

ICCV 2019poster

This paper presents a novel Hierarchical Self-Attention Network (HISAN) to generate spatial-temporal tubes for action localization in videos. The essence of HISAN is to combine the two-stream convolutional neural network (CNN) with hierarchical bidirectional self-attention mechanism, which comprises…

Cited by 58 PDF ↗Scholar ↗