Soumava Kumar Roy

Statistics

Publications

Citations

425

H-Index

Active since

2015

Affiliations

Commonwealth Scientific and Industrial Research Organisation(Current)

Australian National University

Data61

Monash University

Australian Regenerative Medicine Institute

Soumava Kumar Roy is an author at Commonwealth Scientific and Industrial Research Organisation specializing in computing, computer science, and deep learning.

Publications per year

2015–2023

Publications

Bilinear Attention Networks for Person Retrieval

Pengfei Fang, Jieming Zhou, Soumava Kumar Roy et al. · 2019 · 174 citations

Computing, Computer Science, Computer Vision +15

Siamese Networks: The Tale of Two Manifolds

Soumava Kumar Roy, Mehrtash Harandi, Richard Nock et al. · 2019 · 57 citations

Computing, Computer Science, Computer Vision +13

Geometry Aware Constrained Optimization Techniques for Deep Learning

Soumava Kumar Roy, Zakaria Mhammedi, Mehrtash Harandi · 2018 · 53 citations

Computing, Computer Science, Algorithms +16

Attention in Attention Networks for Person Retrieval

Pengfei Fang, Jieming Zhou, Soumava Kumar Roy et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2021 · 39 citations

Computing, Computer Science, Artificial Intelligence +16

Cross-Correlated Attention Networks for Person Re-Identification

Jieming Zhou, Soumava Kumar Roy, Pengfei Fang et al. · Image and Vision Computing · 2020 · 29 citations

Computing, Computer Science, Neuroscience +14

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