Pratik Mazumder

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Lifelong Learning

Incremental Learning

Personal Knowledge Management

Top Venues

Knowl. Based Syst.

Publications

Piyush Arora, Pratik Mazumder
Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting. WACV (2024)
Pratik Mazumder, Pravendra Singh, Piyush Rai, Vinay P. Namboodiri
Rectification-Based Knowledge Retention for Task Incremental Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Piyush Arora, Pratik Mazumder
Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting. CoRR (2023)
Pratik Mazumder, Pravendra Singh
Mitigate forgetting in few-shot class-incremental learning using different image views. Neural Networks 165 (2023)
Pratik Mazumder, Mohammed Asad Karim, Indu Joshi, Pravendra Singh
Leveraging joint incremental learning objective with data ensemble for class incremental learning. Neural Networks 161 (2023)
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
Context extraction module for deep convolutional neural networks. Pattern Recognit. 122 (2022)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
Few-shot image classification with composite rotation based self-supervised auxiliary task. Neurocomputing 489 (2022)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation. WACV (2022)
Pravendra Singh, Pratik Mazumder, Mohammed Asad Karim
Attaining Class-level Forgetting in Pretrained Model using Few Samples. CoRR (2022)
Pravendra Singh, Pratik Mazumder, Mohammed Asad Karim
Attaining Class-Level Forgetting in Pretrained Model Using Few Samples. ECCV (13) (2022)
Pratik Mazumder, Pravendra Singh
Protected attribute guided representation learning for bias mitigation in limited data. Knowl. Based Syst. 244 (2022)
Pravendra Singh, Pratik Mazumder
Dual class representation learning for few-shot image classification. Knowl. Based Syst. 238 (2022)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task. WACV (2021)
Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri
Rectification-based Knowledge Retention for Continual Learning. CoRR (2021)
Pravendra Singh, Pratik Mazumder, Mohammed Asad Karim, Vinay P. Namboodiri
Calibrating feature maps for deep CNNs. Neurocomputing 438 (2021)
Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri
Rectification-Based Knowledge Retention for Continual Learning. CVPR (2021)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
RNNP: A Robust Few-Shot Learning Approach. WACV (2021)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation. CoRR (2021)
Pratik Mazumder, Pravendra Singh, Piyush Rai
Few-Shot Lifelong Learning. CoRR (2021)
Pratik Mazumder, Pravendra Singh, Kranti Kumar Parida, Vinay P. Namboodiri
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings. WACV (2021)
Mohammed Asad Karim, Indu Joshi, Pratik Mazumder, Pravendra Singh
DILF-EN framework for Class-Incremental Learning. CoRR (2021)
Pratik Mazumder, Pravendra Singh, Piyush Rai
Few-Shot Lifelong Learning. AAAI (2021)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
RNNP: A Robust Few-Shot Learning Approach. CoRR (2020)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task. CoRR (2020)
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
Accuracy Booster: Performance Boosting using Feature Map Re-calibration. WACV (2020)
Pratik Mazumder, Pravendra Singh, Vinay Namboodiri
CPWC: Contextual Point Wise Convolution for Object Recognition. ICASSP (2020)
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution. IJCNN (2020)
Pravendra Singh, Vinay Kumar Verma, Pratik Mazumder, Lawrence Carin, Piyush Rai
Calibrating CNNs for Lifelong Learning. NeurIPS (2020)
Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri
GIFSL - grafting based improved few-shot learning. Image Vis. Comput. 104 (2020)
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution. CoRR (2020)
Pratik Mazumder, Pravendra Singh, Kranti Kumar Parida, Vinay P. Namboodiri
AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings. CoRR (2020)
Pratik Mazumder, Pravendra Singh, Vinay Namboodiri
CPWC: Contextual Point Wise Convolution for Object Recognition. CoRR (2019)
Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri
Accuracy Booster: Performance Boosting using Feature Map Re-calibration. CoRR (2019)