Pratik Mazumder - Research Publications - IIT Jodhpur Research Profile

Publications (24)

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Proceedings Article
Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting
Piyush Arora and
Pratik Mazumder
2024
Articles
Mitigate forgetting in few-shot class-incremental learning using different image views
Pratik Mazumder
and Pravendra Singh
2023 | Pergamon
Articles
Leveraging joint incremental learning objective with data ensemble for class incremental learning
Pratik Mazumder
, Mohammed Karim Asad, ..., Pravendra Singh (4 authors)
2023 | Pergamon
Articles
Rectification-based Knowledge Retention for Task Incremental Learning
Pratik Mazumder
, Pravendra Singh, ..., Vinay Namboodiri P (4 authors)
2022 | IEEE
Articles
Protected attribute guided representation learning for bias mitigation in limited data
Pratik Mazumder
and Pravendra Singh
2022 | Elsevier
Proceedings Article
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation
Pratik Mazumder
, Pravendra Singh and Vinay Namboodiri P
2022
Proceedings Article
Attaining Class-Level Forgetting in Pretrained Model Using Few Samples
Pravendra Singh*,
Pratik Mazumder
and Mohammed Karim Asad
2022
Articles
Dual class representation learning for few-shot image classification
Pravendra Singh and
Pratik Mazumder
2022 | Elsevier
Articles
Few-shot image classification with composite rotation based self-supervised auxiliary task
Pratik Mazumder
, Pravendra Singh and Vinay Namboodiri P
2022 | Elsevier
Proceedings Article
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings
Pratik Mazumder
, Pravendra Singh, ..., Vinay Namboodiri P (4 authors)
2021
Articles
Calibrating feature maps for deep CNNs
Pravendra Singh*,
Pratik Mazumder
, ..., Vinay Namboodiri P (4 authors)
2021 | Elsevier
Articles
DILF-EN framework for Class-Incremental Learning
Mohammed Asad Karim, Indu Joshi,
Pratik Mazumder
and Pravendra Singh
2021
Proceedings Article
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task
Pratik Mazumder
, Pravendra Singh and Vinay Namboodiri P
2021
Proceedings Article
Rectification-based Knowledge Retention for Continual Learning
Pravendra Singh*,
Pratik Mazumder
, ..., Vinay Namboodiri P (4 authors)
2021
Articles
DILF-EN framework for Class-Incremental Learning
Mohammed Karim Asad, Indu Joshi,
Pratik Mazumder
and Pravendra Singh
2021
Articles
Restricted category removal from model representations using limited data
Pratik Mazumder
, Pravendra Singh and Mohammed Karim Asad
2021
Proceedings Article
RNNP: A Robust Few-Shot Learning Approach
Pratik Mazumder
, Pravendra Singh and Vinay Namboodiri P
2021
Articles
Few-Shot Lifelong Learning
Pratik Mazumder
, Pravendra Singh* and Piyush Rai
2021
Articles
Context Extraction Module for Deep Convolutional Neural Networks
Pravendra Singh*,
Pratik Mazumder
and Vinay Namboodiri P
2021 | Pergamon
Proceedings Article
Accuracy booster: Performance boosting using feature map re-calibration
Pravendra Singh,
Pratik Mazumder
and Vinay Namboodiri
2020

Showing 1-20 of 24 results