Soumava Kumar Roy

23 papers A* 4A 1Misc 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Attention-guided Adaptive Subsampling.
CoRR
Sharath M. Shankaranarayana, Soumava Kumar Roy, Prasad Sudhakar, Chandan Aladahalli
2025 J jnl
Learning from Noisy Labels with Contrastive Co-Transformer.
CoRR
Yan Han, Soumava Kumar Roy, Mehrtash Harandi, Lars Petersson
2025 J jnl
Vision-based power line cables and pylons detection for low flying aircraft.
Mach. Vis. Appl.
Jakub Gwizdala, Doruk Öner, Soumava Kumar Roy, Mian Akbar Shah, Ad Eberhard, Ivan Egorov, Philipp Krüsi, Grigory Yakushev, Pascal Fua
2024 J jnl
FORML: A Riemannian Hessian-free Method for Meta-learning with Orthogonality Constraint.
CoRR
Hadi Tabealhojeh, Soumava Kumar Roy, Peyman Adibi, Hossein Karshenas
2024 — conf
Occlusion Resilient 3D Human Pose Estimation.
3DV
Soumava Kumar Roy, Ilia Badanin, Sina Honari, Pascal Fua
2024 J jnl
Occlusion Resilient 3D Human Pose Estimation.
CoRR
Soumava Kumar Roy, Ilia Badanin, Sina Honari, Pascal Fua
2024 J jnl
Vision-Based Power Line Cables and Pylons Detection for Low Flying Aircraft.
CoRR
Jakub Gwizdala, Doruk Öner, Soumava Kumar Roy, Mian Akbar Shah, Ad Eberhard, Ivan Egorov, Philipp Krüsi, Grigory Yakushev, Pascal Fua
2023 J jnl
RMAML: Riemannian meta-learning with orthogonality constraints.
Pattern Recognit.
Hadi Tabealhojeh, Peyman Adibi, Hossein Karshenas, Soumava Kumar Roy, Mehrtash Harandi
2022 J jnl
Attention in Attention Networks for Person Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell.
Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Pan Ji, Lars Petersson, Mehrtash Harandi
2022 J jnl
Learning Deep Optimal Embeddings with Sinkhorn Divergences.
CoRR
Soumava Kumar Roy, Yan Han, Mehrtash Harandi, Lars Petersson
2022 — conf
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation.
3DV
Soumava Kumar Roy, Leonardo Citraro, Sina Honari, Pascal Fua
2022 J jnl
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation.
CoRR
Soumava Kumar Roy, Leonardo Citraro, Sina Honari, Pascal Fua
2021 J jnl
Discrepant collaborative training by Sinkhorn divergences.
Image Vis. Comput.
Yan Han, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2021 A* conf
Semantic-Aware Knowledge Distillation for Few-Shot Class-Incremental Learning.
CVPR
Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2021 J jnl
Semantic-aware Knowledge Distillation for Few-Shot Class-Incremental Learning.
CoRR
Ali Cheraghian, Shafin Rahman, Pengfei Fang, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2020 J jnl
Cross-Correlated Attention Networks for Person Re-Identification.
CoRR
Jieming Zhou, Soumava Kumar Roy, Pengfei Fang, Mehrtash Harandi, Lars Petersson
2020 J jnl
Cross-Correlated Attention Networks for Person Re-Identification.
Image Vis. Comput.
Jieming Zhou, Soumava Kumar Roy, Pengfei Fang, Mehrtash Harandi, Lars Petersson
2020 A conf
Learning from Noisy Labels via Discrepant Collaborative Training.
WACV
Yan Han, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2019 A* conf
Bilinear Attention Networks for Person Retrieval.
ICCV
Pengfei Fang, Jieming Zhou, Soumava Kumar Roy, Lars Petersson, Mehrtash Harandi
2019 A* conf
Siamese Networks: The Tale of Two Manifolds.
ICCV
Soumava Kumar Roy, Mehrtash Harandi, Richard Nock, Richard I. Hartley
2018 A* conf
Geometry Aware Constrained Optimization Techniques for Deep Learning.
CVPR
Soumava Kumar Roy, Zakaria Mhammedi, Mehrtash Harandi
2017 Misc conf
Constrained Stochastic Gradient Descent: The Good Practice.
DICTA
Soumava Kumar Roy, Mehrtash Harandi
2015 — conf
Human identification using Linear Multiclass SVM and Eye Movement biometrics.
IC3
Namrata Srivastava, Utkarsh Agrawal, Soumava Kumar Roy, Uma Shanker Tiwary