Concepedia

Sadeep Jayasumana

SJ

Statistics

Publications

11

Citations

3.4K

H-Index

11

Active since

2013

Affiliations

Australian National University(Current)

University of Oxford

Google (United States)

Sadeep Jayasumana is an author at Australian National University specializing in computing, computer science, and computer vision.

Publications per year

2013–2024

11

Publications

11

Conditional Random Fields as Recurrent Neural Networks

Shuai Zheng, Sadeep Jayasumana, Bernardino Romera‐Paredes et al. · 2015 · 2.4K citations · Full text

Computing, Computer Science, Computer Vision +10

Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices

Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann et al. · 2013 · 277 citations

Computing, Computer Science, Computer Vision +15

Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels

Sadeep Jayasumana, Richard Hartley, Mathieu Salzmann et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2015 · 254 citations · Full text

Computing, Computer Science, Computational Geometry +14

Rethinking FID: Towards a Better Evaluation Metric for Image Generation

Sadeep Jayasumana, Srikumar Ramalingam, Andreas Veit et al. · 2024 · 160 citations

Computing, Computer Science, Computer Graphics +9

Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

Anurag Arnab, Shuai Zheng, Sadeep Jayasumana et al. · IEEE Signal Processing Magazine · 2018 · 141 citations

Computing, Computer Science, Computer Vision +14

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