Shaif Chowdhury

According to our database, Shaif Chowdhury authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Supervised Contrastive Frame Aggregation for Video Representation Learning.

Shaif Chowdhury, Mushfika Rahman, Greg Hamerly

Proceedings of the Advances in Visual Computing - 20th International Symposium, 2025

Effective Fine-Tuning with Eigenvector Centrality Based Pruning.

Shaif Chowdhury, Soham Biren Katlariwala, Devleena Kashyap

Proceedings of the Advances in Visual Computing - 20th International Symposium, 2025

2024

Active Learning Strategy Using Contrastive Learning and K-means for Aquatic Invasive Species Recognition.

Shaif Chowdhury, Greg Hamerly, Monica E. McGarrity

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

Efficient Selective Pre-Training for Imbalanced Fine-Tuning Data in Transfer Learning.

Shaif Chowdhury, Sadia Nasrin Tisha, Mushfika Rahman, Greg Hamerly

Proceedings of the IEEE International Conference on Big Data, 2024

ACFed: Communication-Efficient & Class-Balancing Federated Learning with Adaptive Consensus Dropout & Model Quantization.

Shaif Chowdhury, Aaron Carney, Greg Hamerly, Greg Speegle

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Video-Based Recognition of Aquatic Invasive Species Larvae Using Attention-LSTM Transformer.

Shaif Chowdhury, Sadia Nasrin Tisha, Monica E. McGarrity, Greg Hamerly

Proceedings of the Advances in Visual Computing - 18th International Symposium, 2023

2022

Recognition of Aquatic Invasive Species Larvae Using Autoencoder-Based Feature Averaging.

Shaif Chowdhury, Greg Hamerly

Proceedings of the Advances in Visual Computing - 17th International Symposium, 2022