Selected Publications
#: Equal co-authors and contributions
- S. Tan, D.M.J. Tax, H. Hung, Conversation group detection with spatio-temporal context, Proceedings of 2022 International Conference on Multimedia (ICMI), 2022, Pages 170–180, Oral Presentation.
- S. Tan, D.M.J. Tax, H. Hung, Head and body orientation estimation with sparse weak labels in free standing conversational settings, Proceedings of Machine Learning Research, 2022, 179-203.
- J. Quiros, S. Tan, et al., Covfee: an extensible web framework for continuous-time annotation of human behavior, Understanding Social Behavior in Dyadic and Small Group Interactions, pp. 265-293. PMLR, 2022.
- C. Raman#, J. Quiros#, S. Tan#, et al., ConfLab: a data collection concept, dataset, and benchmark for machine analysis of free-standing social interactions in the wild, Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) – Datasets and Benchmarks Track, 2022.
- S. Tan, D.M.J. Tax, H. Hung, Multimodal joint head orientation estimation in interacting groups via proxemics and interaction dynamics, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2021, Vol.5, No.1, 1-22.
- C. Raman#, S. Tan#, H. Hung, Modular multimodal-multisensor data acquisition and synchronization of audio, video, and wearable device data, Proceedings of the 28th ACM International Conference on Multimedia (ACM-MM), 2020, 3586-3594.
- S. Kumar, S. Tan, L. Zheng, D. M. Kochmann, Inverse-designed spinodoid metamaterials, npj Computational Materials, 6, 2020, 73.
- H. Hung, C. Raman, E. Gedik, S. Tan, J. Quiros, Multimodal data collection for social interaction analysis in-the-wild, Proceedings of the 27th ACM International Conference on Multimedia (ACM-MM), 2019, 2714-2715.
- S. Tan, D.M.J. Tax, H. Hung, Improving temporal interpolation of head and body pose using Gaussian process regression in a matrix completion setting, Proceedings of the Group Interaction Frontiers in Technology (GIFT), 2018, 1-8.