Pratik Mazumder

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Mitigate forgetting in few-shot class-incremental learning using different image views.

[BibT_eX]

[DOI]

Neural Networks, August, 2023

Leveraging joint incremental learning objective with data ensemble for class incremental learning.

[BibT_eX]

[DOI]

Neural Networks, April, 2023

2022

Context extraction module for deep convolutional neural networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Dual class representation learning for few-shot image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Protected attribute guided representation learning for bias mitigation in limited data.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Few-shot image classification with composite rotation based self-supervised auxiliary task.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Fair Visual Recognition in Limited Data Regime using Self-Supervision and Self-Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Attaining Class-Level Forgetting in Pretrained Model Using Few Samples.

[BibT_eX]

[DOI]

Mohammed Asad Karim

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

Calibrating feature maps for deep CNNs.

[BibT_eX]

[DOI]

Neurocomputing, 2021

DILF-EN framework for Class-Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2021

AVGZSLNet: Audio-Visual Generalized Zero-Shot Learning by Reconstructing Label Features from Multi-Modal Embeddings.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

RNNP: A Robust Few-Shot Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Improving Few-Shot Learning using Composite Rotation based Auxiliary Task.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Rectification-Based Knowledge Retention for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Few-Shot Lifelong Learning.

[BibT_eX]

[DOI]

Piyush Rai

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

GIFSL - grafting based improved few-shot learning.

[BibT_eX]

[DOI]

Image Vis. Comput., 2020

Accuracy Booster: Performance Boosting using Feature Map Re-calibration.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Calibrating CNNs for Lifelong Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Passive Batch Injection Training Technique: Boosting Network Performance by Injecting Mini-Batches from a different Data Distribution.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

CPWC: Contextual Point Wise Convolution for Object Recognition.

[BibT_eX]

[DOI]