Pratik Mazumder

Employment

• Indian Institute of Technology Jodhpur Assistant Professor

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (47)

• Debiased incremental learning (DIL): A novel framework for mitigating bias in incremental learning
  Knowledge-Based Systems 2026 DOI: 10.1016/j.knosys.2026.115571
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• BLADE: Bias-Linked Adaptive DEbiasing
  ArXiv 2025
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• CVOCSemRPL: Class-Variance Optimized Clustering, Semantic Information Injection and Restricted Pseudo Labeling based Improved Semi-Supervised Few-Shot Learning
  ArXiv 2025
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• CVOCSemRPL: Class-Variance Optimized Clustering, Semantic Information Injection and Restricted Pseudo Labeling based Improved Semi-Supervised Few-Shot Learning
  ArXiv 2025
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• Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting
  Proceedings of the IEEE Winter Conference on Applications of Computer Vision 2024 DOI: 10.1109/WACV57701.2024.00472
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• Rectification-Based Knowledge Retention for Task Incremental Learning
  IEEE Transactions on Pattern Analysis and Machine Intelligence 2024 DOI: 10.1109/TPAMI.2022.3225310
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• Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting
  ArXiv 2023
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• Leveraging joint incremental learning objective with data ensemble for class incremental learning
  Neural Networks 2023 DOI: 10.1016/J.NEUNET.2023.01.017
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• Mitigate forgetting in few-shot class-incremental learning using different image views
  Neural Networks 2023 DOI: 10.1016/J.NEUNET.2023.06.043
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• Context extraction module for deep convolutional neural networks
  Pattern Recognition 2022 DOI: 10.1016/J.PATCOG.2021.108284
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