Sadeep Jayasumana

Most-cited papers

Conditional Random Fields as Recurrent Neural Networks
Shuai Zheng, Sadeep Jayasumana, B. Romera-Paredes, Vibhav Vineet +4 more
2015IEEE International Conference on Computer Vision2,618 citations Open access
Semantic Scholar
Long-tail learning via logit adjustment
A. Menon, Sadeep Jayasumana, A. Rawat, Himanshu Jain +2 more
2020International Conference on Learning Representations1,150 citations
Semantic Scholar
Rethinking FID: Towards a Better Evaluation Metric for Image Generation
Sadeep Jayasumana, S. Ramalingam, Andreas Veit, D. Glasner +2 more
2023Computer Vision and Pattern Recognition480 citations Open access
Semantic Scholar
Kernel Methods on the Riemannian Manifold of Symmetric Positive Definite Matrices
Sadeep Jayasumana, R. Hartley, M. Salzmann, Hongdong Li +1 more
20132013 IEEE Conference on Computer Vision and Pattern Recognition318 citations Open access
Semantic Scholar
Kernel Methods on Riemannian Manifolds with Gaussian RBF Kernels
Sadeep Jayasumana, R. Hartley, M. Salzmann, Hongdong Li +1 more
2014IEEE Transactions on Pattern Analysis and Machine Intelligence269 citations Open access
Semantic Scholar
Higher Order Conditional Random Fields in Deep Neural Networks
Anurag Arnab, Sadeep Jayasumana, Shuai Zheng, P. Torr
2015European Conference on Computer Vision234 citations Open access
Semantic Scholar
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, B. Romera-Paredes +6 more
2018IEEE Signal Processing Magazine134 citations Open access
Semantic Scholar
Expanding the Family of Grassmannian Kernels: An Embedding Perspective
Mehrtash Harandi, M. Salzmann, Sadeep Jayasumana, R. Hartley +1 more
2014European Conference on Computer Vision101 citations Open access
Semantic Scholar
Prototypical Priors: From Improving Classification to Zero-Shot Learning
Saumya Jetley, B. Romera-Paredes, Sadeep Jayasumana, P. Torr
2015British Machine Vision Conference44 citations Open access
Semantic Scholar
Optimizing over Radial Kernels on Compact Manifolds
Sadeep Jayasumana, R. Hartley, M. Salzmann, Hongdong Li +1 more
20142014 IEEE Conference on Computer Vision and Pattern Recognition41 citations
Semantic Scholar
In defense of dual-encoders for neural ranking
A. Menon, Sadeep Jayasumana, A. Rawat, Seungyeon Kim +2 more
2022International Conference on Machine Learning35 citations
Semantic Scholar
A Framework for Shape Analysis via Hilbert Space Embedding
Sadeep Jayasumana, M. Salzmann, Hongdong Li, Mehrtash Harandi
2013IEEE International Conference on Computer Vision33 citations
Semantic Scholar
Combining Multiple Manifold-Valued Descriptors for Improved Object Recognition
Sadeep Jayasumana, R. Hartley, M. Salzmann, Hongdong Li +1 more
2013International Conference on Digital Image Computing: Techniques and Applications25 citations
Semantic Scholar
Higher Order Potentials in End-to-End Trainable Conditional Random Fields
Anurag Arnab, Sadeep Jayasumana, Shuai Zheng, P. Torr
2015arXiv.org23 citations
Semantic Scholar
EmbedDistill: A Geometric Knowledge Distillation for Information Retrieval
Seungyeon Kim, A. Rawat, M. Zaheer, Sadeep Jayasumana +5 more
2023arXiv.org17 citations Open access
Semantic Scholar
Disentangling Sampling and Labeling Bias for Learning in Large-Output Spaces
A. Rawat, A. Menon, Wittawat Jitkrittum, Sadeep Jayasumana +3 more
2021International Conference on Machine Learning13 citations
Semantic Scholar
Efficient Document Ranking with Learnable Late Interactions
Z. Ji, Himanshu Jain, Andreas Veit, Sashank J. Reddi +5 more
2024arXiv.org12 citations
Semantic Scholar
Kernels on Riemannian Manifolds
Sadeep Jayasumana, R. Hartley, M. Salzmann
20168 citations
Semantic Scholar
Less is more: Selecting informative and diverse subsets with balancing constraints
S. Ramalingam, D. Glasner, Kaushal Patel, R. Vemulapalli +2 more
20216 citations
Semantic Scholar
Bipartite Conditional Random Fields for Panoptic Segmentation
Sadeep Jayasumana, Kanchana Ranasinghe, S. Liyanaarachchi, Mayuka Jayawardhana +2 more
2019British Machine Vision Conference6 citations Open access
Semantic Scholar
Balancing Constraints and Submodularity in Data Subset Selection
S. Ramalingam, D. Glasner, Kaushal Patel, Raviteja Vemulapalli +2 more
2021arXiv.org4 citations
Semantic Scholar
Kernelized Classification in Deep Networks
Sadeep Jayasumana, S. Ramalingam, Sanjiv Kumar
2020arXiv.org4 citations
Semantic Scholar
USTAD: Unified Single-model Training Achieving Diverse Scores for Information Retrieval
Seungyeon Kim, A. Rawat, M. Zaheer, Wittawat Jitkrittum +5 more
2024International Conference on Machine Learning3 citations
Semantic Scholar
Supplementary Material for Rethinking FID: Towards a Better Evaluation Metric for Image Generation
Sadeep Jayasumana, S. Ramalingam, Andreas Veit, D. Glasner +2 more
2 citations
Semantic Scholar
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation
Sadeep Jayasumana, D. Glasner, S. Ramalingam, Andreas Veit +2 more
2023Computer Vision and Pattern Recognition1 citations Open access
Semantic Scholar
When does mixup promote local linearity in learned representations?
Arslan Chaudhry, A. Menon, Andreas Veit, Sadeep Jayasumana +2 more
2022arXiv.org1 citations Open access
Semantic Scholar
Improved Server Architecture for Highly Efficient Message Mediation
Hiranya Jayathilaka, Pradeep R. Fernando, P. Fremantle, Kasun Indrasiri +5 more
2013International Conference on Information Integration and Web-based Applications & Services1 citations
Semantic Scholar
LatentCRF: Continuous CRF for Efficient Latent Diffusion
Kanchana Ranasinghe, Sadeep Jayasumana, Andreas Veit, Ayan Chakrabarti +4 more
2024arXiv.org0 citations
Semantic Scholar
Long-Tail Classiﬁcation for Distinctive Image Captioning: A Simple yet Effective Remedy for Side Effects of Reinforcement Learning
Tsung-Yi Lin, Priya Goyal, R. Girshick, Kaiming +23 more
20220 citations
Semantic Scholar
Disentangling Labeling and Sampling Bias for Learning in Large-output Spaces
A. Rawat, A. Menon, Wittawat Jitkrittum, Sadeep Jayasumana +3 more
20210 citations
Semantic Scholar
Higher Order Condi onal Random Fields in Deep Neural Networks
Sadeep Jayasumana, Shuai Zheng
20160 citations
Semantic Scholar
USTAD: Uniﬁed Single-model Training Achieving Diverse Scores for Information Retrieval
Seungyeon Kim, A. Rawat, M. Zaheer, Wittawat Jitkrittum +5 more
0 citations
Semantic Scholar