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ORCIDSoumava Kumar Roy
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2020 – today
- 2024
[c9]Soumava Kumar Roy, Ilia Badanin, Sina Honari, Pascal Fua:
Occlusion Resilient 3D Human Pose Estimation. 3DV 2024: 1198-1207- [i7]Soumava Kumar Roy, Ilia Badanin, Sina Honari, Pascal Fua:
Occlusion Resilient 3D Human Pose Estimation. CoRR abs/2402.11036 (2024) - [i6]Hadi Tabealhojeh, Soumava Kumar Roy, Peyman Adibi, Hossein Karshenas:
FORML: A Riemannian Hessian-free Method for Meta-learning with Orthogonality Constraint. CoRR abs/2402.18605 (2024) - [i5]Jakub Gwizdala, Doruk Öner
, Soumava Kumar Roy, Mian Akbar Shah, Ad Eberhard, Ivan Egorov, Philipp Krüsi, Grigory Yakushev, Pascal Fua:
Vision-Based Power Line Cables and Pylons Detection for Low Flying Aircraft. CoRR abs/2407.14352 (2024) - 2023
- [j4]Hadi Tabealhojeh, Peyman Adibi, Hossein Karshenas, Soumava Kumar Roy, Mehrtash Harandi:
RMAML: Riemannian meta-learning with orthogonality constraints. Pattern Recognit. 140: 109563 (2023) - 2022
- [j3]Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Pan Ji, Lars Petersson, Mehrtash Harandi:
Attention in Attention Networks for Person Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4626-4641 (2022) - [c8]Soumava Kumar Roy, Leonardo Citraro, Sina Honari, Pascal Fua:
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation. 3DV 2022: 1-10 - [i4]Soumava Kumar Roy, Leonardo Citraro, Sina Honari, Pascal Fua:
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation. CoRR abs/2203.15865 (2022) - [i3]Soumava Kumar Roy, Yan Han, Mehrtash Harandi, Lars Petersson:
Learning Deep Optimal Embeddings with Sinkhorn Divergences. CoRR abs/2209.06469 (2022) - 2021
- [j2]Yan Han, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi:
Discrepant collaborative training by Sinkhorn divergences. Image Vis. Comput. 112: 104213 (2021) - [c7]Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi:
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning. CVPR 2021: 2534-2543 - [i2]Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi:
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning. CoRR abs/2103.04059 (2021) - 2020
- [j1]Jieming Zhou, Soumava Kumar Roy, Pengfei Fang, Mehrtash Harandi, Lars Petersson:
Cross-Correlated Attention Networks for Person Re-Identification. Image Vis. Comput. 100: 103931 (2020) - [c6]Yan Han, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi:
Learning from Noisy Labels via Discrepant Collaborative Training. WACV 2020: 3158-3167 - [i1]Jieming Zhou, Soumava Kumar Roy, Pengfei Fang, Mehrtash Harandi, Lars Petersson:
Cross-Correlated Attention Networks for Person Re-Identification. CoRR abs/2006.09597 (2020)
2010 – 2019
- 2019
- [c5]Soumava Kumar Roy, Mehrtash Harandi, Richard Nock, Richard I. Hartley:
Siamese Networks: The Tale of Two Manifolds. ICCV 2019: 3046-3055 - [c4]Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi:
Bilinear Attention Networks for Person Retrieval. ICCV 2019: 8029-8038 - 2018
- [c3]Soumava Kumar Roy, Zakaria Mhammedi, Mehrtash Harandi:
Geometry Aware Constrained Optimization Techniques for Deep Learning. CVPR 2018: 4460-4469 - 2017
- [c2]Soumava Kumar Roy, Mehrtash Harandi:
Constrained Stochastic Gradient Descent: The Good Practice. DICTA 2017: 1-8 - 2015
- [c1]Namrata Srivastava, Utkarsh Agrawal, Soumava Kumar Roy, Uma Shanker Tiwary:
Human identification using Linear Multiclass SVM and Eye Movement biometrics. IC3 2015: 365-369
Coauthor Index
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