113 citations
- University of Southern CaliforniaUS13 papers
- USC Institute for Creative Technologies4 papers
- Carnegie Mellon UniversityUS3 papers
- California Southern UniversityUS2 papers
- DEVCOM Army Research LaboratoryUS2 papers
- The University of Texas at AustinUS2 papers
- United States Army Combat Capabilities Development CommandUS2 papers
- University of North Carolina at Chapel HillUS2 papers
- Adobe Systems (United States)US1 paper
- Association for Computing MachineryUS1 paper
- Boise State UniversityUS1 paper
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6 papers · 1 filter
Explanatory Interactive Machine Learning for Bias Mitigation in Visual Gender Classification
Nathanya Satriani, Djordje Slijepčević, Markus Schedl +1
Explanatory interactive learning (XIL) enables users to guide model training in machine learning (ML) by providing feedback on the model's explanations, thereby helping it to focus…
Bringing Diversity from Diffusion Models to Semantic-Guided Face Asset Generation
Yunxuan Cai, Sitao Xiang, Zongjian Li +2
Digital modeling and reconstruction of human faces serve various applications. However, its availability is often hindered by the requirements of data capturing devices, manual lab…
SplatMAP: Online Dense Monocular SLAM with 3D Gaussian Splatting
Yue Hu, Rong Liu, Meida Chen +2
Achieving high-fidelity 3D reconstruction from monocular video remains challenging due to the inherent limitations of traditional methods like Structure-from-Motion (SfM) and monoc…
Learning Formation of Physically-Based Face Attributes
Ruilong Li, Karl Bladin, Yajie Zhao +8
Based on a combined data set of 4000 high resolution facial scans, we introduce a non-linear morphable face model, capable of producing multifarious face geometry of pore-level res…
Identity Preserving Face Completion for Large Ocular Region Occlusion
Yajie Zhao, Weikai Chen, Jun Xing +5
We present a novel deep learning approach to synthesize complete face images in the presence of large ocular region occlusions. This is motivated by recent surge of VR/AR displays…
Relative Facial Action Unit Detection
Mahmoud Khademi, Louis-Philippe Morency
This paper presents a subject-independent facial action unit (AU) detection method by introducing the concept of relative AU detection, for scenarios where the neutral face is not…