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Pratik Mazumder
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Few-Shot Lifelong Learning
P Mazumder*, P Singh*, P Rai
AAAI 2021, 2021
1012021
Calibrating CNNs for Lifelong Learning
P Singh*, VK Verma*, P Mazumder, L Carin, P Rai
Advances in Neural Information Processing Systems 33, 2020
752020
Rectification-based Knowledge Retention for Continual Learning
P Singh*, P Mazumder*, P Rai, VP Namboodiri
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021
442021
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings
P Mazumder, P Singh, KK Parida, VP Namboodiri
IEEE Winter Conference on Applications of Computer Vision (WACV) 2021, 2021
282021
Accuracy booster: Performance boosting using feature map re-calibration
P Singh, P Mazumder, V Namboodiri
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020
162020
RNNP: A Robust Few-Shot Learning Approach
P Mazumder, P Singh, VP Namboodiri
IEEE Winter Conference on Applications of Computer Vision (WACV) 2021, 2021
152021
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task
P Mazumder, P Singh, VP Namboodiri
IEEE Winter Conference on Applications of Computer Vision (WACV) 2021, 2021
132021
Dual class representation learning for few-shot image classification
P Singh, P Mazumder
Knowledge-Based Systems 238, 107840, 2022
122022
Cpwc: Contextual point wise convolution for object recognition
P Mazumder, P Singh, V Namboodiri
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
122020
Few-shot image classification with composite rotation based self-supervised auxiliary task
P Mazumder, P Singh, VP Namboodiri
Neurocomputing 489, 179-195, 2022
82022
Context Extraction Module for Deep Convolutional Neural Networks
P Singh*, P Mazumder*, VP Namboodiri
Pattern Recognition, 108284, 2021
82021
GIFSL-grafting based improved few-shot learning
P Mazumder, P Singh, VP Namboodiri
Image and Vision Computing 104, 104006, 2020
62020
Calibrating feature maps for deep CNNs
P Singh*, P Mazumder*, MA Karim*, VP Namboodiri
Neurocomputing 438, 235-247, 2021
52021
Protected attribute guided representation learning for bias mitigation in limited data
P Mazumder, P Singh
Knowledge-Based Systems 244, 108449, 2022
32022
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation
P Mazumder, P Singh, VP Namboodiri
IEEE Winter Conference on Applications of Computer Vision (WACV) 2022, 2022
32022
Mitigate forgetting in few-shot class-incremental learning using different image views
P Mazumder, P Singh
Neural Networks 165, 999-1009, 2023
22023
Leveraging joint incremental learning objective with data ensemble for class incremental learning
P Mazumder, MA Karim, I Joshi, P Singh
Neural Networks 161, 202-212, 2023
12023
Rectification-based knowledge retention for task incremental learning
P Mazumder, P Singh, P Rai, VP Namboodiri
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022
12022
Attaining Class-Level Forgetting in Pretrained Model Using Few Samples
P Singh*, P Mazumder*, MA Karim
European Conference on Computer Vision, 433-448, 2022
12022
DILF-EN framework for Class-Incremental Learning
MA Karim, I Joshi, P Mazumder, P Singh
arXiv preprint arXiv:2112.12385, 2021
12021
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Articles 1–20