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Publication search results
found 33 matches
- 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): 1561-1575 (2024) - Piyush Arora, Pratik Mazumder:
Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting. WACV 2024: i-ix - 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: 202-212 (2023) - Pratik Mazumder, Pravendra Singh:
Mitigate forgetting in few-shot class-incremental learning using different image views. Neural Networks 165: 999-1009 (2023) - Piyush Arora, Pratik Mazumder:
Hybrid Sample Synthesis-based Debiasing of Classifier in Limited Data Setting. CoRR abs/2312.08288 (2023) - 2022
- Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
Few-shot image classification with composite rotation based self-supervised auxiliary task. Neurocomputing 489: 179-195 (2022) - Pratik Mazumder, Pravendra Singh:
Protected attribute guided representation learning for bias mitigation in limited data. Knowl. Based Syst. 244: 108449 (2022) - Pravendra Singh, Pratik Mazumder:
Dual class representation learning for few-shot image classification. Knowl. Based Syst. 238: 107840 (2022) - Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri:
Context extraction module for deep convolutional neural networks. Pattern Recognit. 122: 108284 (2022) - Pravendra Singh, Pratik Mazumder, Mohammed Asad Karim:
Attaining Class-Level Forgetting in Pretrained Model Using Few Samples. ECCV (13) 2022: 433-448 - Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation. WACV 2022: 3889-3897 - Pravendra Singh, Pratik Mazumder, Mohammed Asad Karim:
Attaining Class-level Forgetting in Pretrained Model using Few Samples. CoRR abs/2210.10670 (2022) - 2021
- Pravendra Singh, Pratik Mazumder, Mohammed Asad Karim, Vinay P. Namboodiri:
Calibrating feature maps for deep CNNs. Neurocomputing 438: 235-247 (2021) - Pratik Mazumder, Pravendra Singh, Piyush Rai:
Few-Shot Lifelong Learning. AAAI 2021: 2337-2345 - Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri:
Rectification-Based Knowledge Retention for Continual Learning. CVPR 2021: 15282-15291 - Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task. WACV 2021: 2653-2662 - Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
RNNP: A Robust Few-Shot Learning Approach. WACV 2021: 2663-2672 - 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: 3089-3098 - Pratik Mazumder, Pravendra Singh, Piyush Rai:
Few-Shot Lifelong Learning. CoRR abs/2103.00991 (2021) - Pravendra Singh, Pratik Mazumder, Piyush Rai, Vinay P. Namboodiri:
Rectification-based Knowledge Retention for Continual Learning. CoRR abs/2103.16597 (2021) - Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation. CoRR abs/2107.00067 (2021) - Mohammed Asad Karim, Indu Joshi, Pratik Mazumder, Pravendra Singh:
DILF-EN framework for Class-Incremental Learning. CoRR abs/2112.12385 (2021) - 2020
- Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
GIFSL - grafting based improved few-shot learning. Image Vis. Comput. 104: 104006 (2020) - Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
CPWC: Contextual Point Wise Convolution for Object Recognition. ICASSP 2020: 4152-4156 - 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: 1-8 - Pravendra Singh, Vinay Kumar Verma, Pratik Mazumder, Lawrence Carin, Piyush Rai:
Calibrating CNNs for Lifelong Learning. NeurIPS 2020 - Pravendra Singh, Pratik Mazumder, Vinay P. Namboodiri:
Accuracy Booster: Performance Boosting using Feature Map Re-calibration. WACV 2020: 873-882 - 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 abs/2005.13402 (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 abs/2006.04406 (2020) - Pratik Mazumder, Pravendra Singh, Vinay P. Namboodiri:
Improving Few-Shot Learning using Composite Rotation based Auxiliary Task. CoRR abs/2006.15919 (2020)
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