Static vs. dynamic modeling of human nonverbal behavior from multiple cues and modalities. - Stavros Petridis; Hatice Gunes; Sebastian Kaltwang; Maja Pantic (ICMI, 2009)

Continuous Pain Intensity Estimation from Facial Expressions. - Sebastian Kaltwang; Ognjen Rudovic; Maja Pantic (ISVC (2), 2012)

Human behavior sensing for tag relevance assessment. - Mohammad Soleymani 001; Sebastian Kaltwang; Maja Pantic (ACM Multimedia, 2013)

Latent trees for estimating intensity of Facial Action Units. - Sebastian Kaltwang; Sinisa Todorovic; Maja Pantic (CVPR, 2015)

Differential Dementia Diagnosis on Incomplete Data with Latent Trees. - Christian Ledig; Sebastian Kaltwang; Antti Tolonen; Juha Koikkalainen; Philip Scheltens; Frederik Barkhof; Hanneke Rhodius-Meester; Betty M. Tijms; Afina W. Lemstra; Wiesje M. van der Flier; Jyrki Lötjönen; Daniel Rueckert (MICCAI (2), 2016)

Doubly Sparse Relevance Vector Machine for Continuous Facial Behavior Estimation. - Sebastian Kaltwang; Sinisa Todorovic; Maja Pantic (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset. - Min S. H. Aung; Sebastian Kaltwang; Bernardino Romera-Paredes; Brais Martínez; Aneesha Singh; Matteo Cella; Michel F. Valstar; Hongying Meng; Andrew Kemp; Moshen Shafizadeh; Aaron C. Elkins; Natalie Kanakam; et al. (IEEE Trans. Affect. Comput., 2016)

A Dataset for Lane Instance Segmentation in Urban Environments. - Brook Roberts; Sebastian Kaltwang; Sina Samangooei; Mark Pender-Bare; Konstantinos Tertikas; John Redford (ECCV (8), 2018)

Imagining the Unseen: Learning a Distribution over Incomplete Images with Dense Latent Trees. - Sebastian Kaltwang; Sina Samangooei; John Redford; Andrew Blake 004 (CoRR, 2018)

Personalized Federated Deep Learning for Pain Estimation From Face Images. - Ognjen Rudovic; Nicolas Tobis; Sebastian Kaltwang; Björn W. Schuller; Daniel Rueckert; Jeffrey F. Cohn; Rosalind W. Picard (CoRR, 2021)