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Soumava Roy
Soumava Roy
GE Healthcare
Verified email at epfl.ch
Title
Cited by
Cited by
Year
Semantic-aware knowledge distillation for few-shot class-incremental learning
A Cheraghian, S Rahman, P Fang, SK Roy, L Petersson, M Harandi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
2792021
Bilinear attention networks for person retrieval
P Fang, J Zhou, SK Roy, L Petersson, M Harandi
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
1982019
Siamese networks: The tale of two manifolds
SK Roy, M Harandi, R Nock, R Hartley
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
942019
Geometry aware constrained optimization techniques for deep learning
SK Roy, Z Mhammedi, M Harandi
Proceedings of the IEEE conference on computer vision and pattern …, 2018
822018
Attention in attention networks for person retrieval
P Fang, J Zhou, SK Roy, P Ji, L Petersson, M Harandi
IEEE transactions on pattern analysis and machine intelligence 44 (9), 4626-4641, 2021
432021
Cross-correlated attention networks for person re-identification
J Zhou, SK Roy, P Fang, M Harandi, L Petersson
Image and Vision Computing 100, 103931, 2020
282020
Human identification using linear multiclass SVM and eye movement biometrics
N Srivastava, U Agrawal, SK Roy, US Tiwary
2015 Eighth International Conference on Contemporary Computing (IC3), 365-369, 2015
192015
RMAML: Riemannian meta-learning with orthogonality constraints
H Tabealhojeh, P Adibi, H Karshenas, SK Roy, M Harandi
Pattern Recognition 140, 109563, 2023
182023
On triangulation as a form of self-supervision for 3D human pose estimation
SK Roy, L Citraro, S Honari, P Fua
2022 International Conference on 3D Vision (3DV), 1-10, 2022
172022
Learning from noisy labels via discrepant collaborative training
Y Han, S ROY, L Petersson, M Harandi
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
152020
Constrained stochastic gradient descent: The good practice
SK Roy, M Harandi
2017 International Conference on Digital Image Computing: Techniques and …, 2017
142017
K-means clustering for adaptive wavelet based image denoising
U Agrawal, US Tiwary, SK Roy, DS Prashanth
2015 International Conference on Advances in Computer Engineering and …, 2015
62015
Emotion classification from EEG signals
SK Roy, C Ralekar, TK Gandhi
2016 3rd International Conference on Computing for Sustainable Global …, 2016
52016
Echo canceller using error back propagation algorithm
SK Roy, CF Rodrigues
2014 International Conference on Soft Computing and Machine Intelligence, 98-101, 2014
42014
Learning from Noisy Labels with Contrastive Co-Transformer
Y Han, SK Roy, M Harandi, L Petersson
arXiv preprint arXiv:2503.03042, 2025
12025
Vision-based power line cables and pylons detection for low flying aircraft
J Gwizdała, D Oner, SK Roy, MA Shah, A Eberhard, I Egorov, P Krüsi, ...
Machine Vision and Applications 36 (2), 46, 2025
12025
FORML: A Riemannian Hessian-free Method for Meta-learning with Orthogonality Constraint
H Tabealhojeh, SK Roy, P Adibi, H Karshenas
arXiv preprint arXiv:2402.18605, 2024
12024
Learning Deep Optimal Embeddings with Sinkhorn Divergences
SK Roy, Y Han, M Harandi, L Petersson
arXiv preprint arXiv:2209.06469, 2022
12022
Machines that Learn with Limited or No Supervision: A Survey on Deep Learning Based Techniques
S Roy, S Herath, R Nock, F Porikli
12017
Application of fuzzy sets to calculate the value of soft threshold for image denoising
SK Roy, U Agrawal, B Singh
2015 2nd International Conference on Signal Processing and Integrated …, 2015
12015
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Articles 1–20