Rosalia Schneider

Publications by Year

Research Areas

Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Advanced Vision and Imaging, Topic Modeling, Computer Graphics and Visualization Techniques

Most-Cited Works

• → Self-Supervised MultiModal Versatile Networks(2020)195 cited
• → Sketch classification and classification-driven analysis using Fisher vectors(2014)155 cited
• → Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers(2021)87 cited
• → Example-Based Sketch Segmentation and Labeling Using CRFs(2016)67 cited
• → Environmental drivers of systematicity and generalization in a situated agent(2019)53 cited
• Environmental drivers of systematicity and generalization in a situated agent.(2020)
• → NeRF-VAE: A Geometry Aware 3D Scene Generative Model(2021)26 cited
• Emergent Systematic Generalization In a Situated Agent(2019)