Sadeep Jayasumana
Google (United States)(US)
Publications by Year
Research Areas
Face and Expression Recognition, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning, Video Surveillance and Tracking Methods, Image Retrieval and Classification Techniques
Most-Cited Works
- → Conditional Random Fields as Recurrent Neural Networks(2015)2,395 cited
- → Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices(2013)275 cited
- → Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels(2015)254 cited
- → Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction(2018)138 cited
- → Rethinking FID: Towards a Better Evaluation Metric for Image Generation(2024)134 cited
- → Expanding the Family of Grassmannian Kernels: An Embedding Perspective(2014)91 cited
- → Long-tail learning via logit adjustment(2020)52 cited
- → Optimizing over Radial Kernels on Compact Manifolds(2014)41 cited
- → A Framework for Shape Analysis via Hilbert Space Embedding(2013)35 cited
- → Combining Multiple Manifold-Valued Descriptors for Improved Object Recognition(2013)27 cited