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Soumitri Chattopadhyay
Soumitri Chattopadhyay
CS PhD Student, University of North Carolina at Chapel Hill
Geverifieerd e-mailadres voor cs.unc.edu - Homepage
Titel
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Jaar
Pneumonia detection from lung X‐ray images using local search aided sine cosine algorithm based deep feature selection method
S Chattopadhyay, R Kundu, PK Singh, S Mirjalili, R Sarkar
International Journal of Intelligent Systems 37 (7), 3777-3814, 2022
222022
Exploiting unlabelled photos for stronger fine-grained SBIR
A Sain, AK Bhunia, S Koley, PN Chowdhury, S Chattopadhyay, T Xiang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
162023
SURDS: Self-supervised attention-guided reconstruction and dual triplet loss for writer independent offline signature verification
S Chattopadhyay, S Manna, S Bhattacharya, U Pal
2022 26th International Conference on Pattern Recognition (ICPR), 1600-1606, 2022
162022
Swis: Self-supervised representation learning for writer independent offline signature verification
S Manna, S Chattopadhyay, S Bhattacharya, U Pal
2022 IEEE International Conference on Image Processing (ICIP), 1411-1415, 2022
132022
A brief overview of physics-inspired metaheuristics
S Chattopadhyay, A Marik, R Pramanik
Comprehensive Metaheuristics, 49-63, 2023
8*2023
Ideal: improved dense local contrastive learning for semi-supervised medical image segmentation
H Basak, S Chattopadhyay, R Kundu, S Nag, R Mallipeddi
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
42023
A hybrid deep feature selection framework for emotion recognition from human speeches
A Marik, S Chattopadhyay, PK Singh
Multimedia Tools and Applications 82 (8), 11461-11487, 2023
42023
SnapEnsemFS: a snapshot ensembling-based deep feature selection model for colorectal cancer histological analysis
S Chattopadhyay, PK Singh, MF Ijaz, SK Kim, R Sarkar
Scientific Reports 13 (1), 9937, 2023
32023
Prism refraction search: A novel physics-based metaheuristic algorithm
R Kundu, S Chattopadhyay, S Nag, MA Navarro, D Oliva
The Journal of Supercomputing, 1-50, 2024
22024
Exploring Self-Supervised Representation Learning For Low-Resource Medical Image Analysis
S Chattopadhyay, S Ganguly, S Chaudhury, S Nag, S Chattopadhyay
2023 IEEE International Conference on Image Processing (ICIP), 2023
22023
BeAts: Bengali Speech Acts Recognition using Multimodal Attention Fusion
A Deb, S Nag, A Mahapatra, S Chattopadhyay, A Marik, PK Gayen, ...
INTERSPEECH 2023, 2023
12023
Supervision meets self-supervision: A deep multitask network for colorectal cancer histopathological analysis
A Marik, S Chattopadhyay, PK Singh
International Conference on Machine Intelligence and Signal Processing, 475-485, 2022
12022
Active Learning for Fine-Grained Sketch-Based Image Retrieval
H Thakur, S Chattopadhyay
In Proceedings of the 34th British Machine Vision Conference (BMVC), 2023, 2023
2023
DySTreSS: Dynamically Scaled Temperature in Self-Supervised Contrastive Learning
S Manna, S Chattopadhyay, R Dey, S Bhattacharya, U Pal
arXiv preprint arXiv:2308.01140, 2023
2023
An Evaluation of Non-Contrastive Self-Supervised Learning for Federated Medical Image Analysis
S Chattopadhyay, S Ganguly, S Chaudhury, S Nag, S Chattopadhyay
arXiv preprint arXiv:2303.05556, 2023
2023
DeCAtt: Efficient Vision Transformers with Decorrelated Attention Heads
M Bhattacharyya, S Chattopadhyay, S Nag
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2023
Supplementary material for Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
A Sain, AK Bhunia, S Koley, PN Chowdhury, S Chattopadhyay, T Xiang, ...
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