3 papers
cs.CV2026
Shadow loss: Memory-linear deep metric learning for efficient training
Alif Elham Khan, Mohammad Junayed Hasan, Humayra Anjum +1
Deep metric learning objectives (e.g., triplet loss) require storing and comparing high-dimensional embeddings, making the per-batch loss buffer scale as , where i…
cs.CV2025
HadaSmileNet: Hadamard fusion of handcrafted and deep-learning features for enhancing facial emotion recognition of genuine smiles
Mohammad Junayed Hasan, Nabeel Mohammed, Shafin Rahman +1
The distinction between genuine and posed emotions represents a fundamental pattern recognition challenge with significant implications for data mining applications in social scien…
cs.CL2025
On Preserving the Knowledge of Long Clinical Texts
Mohammad Junayed Hasan, Suhra Noor, Mohammad Ashrafuzzaman Khan
Clinical texts, such as admission notes, discharge summaries, and progress notes, contain rich and valuable information that can be used for clinical decision making. However, a se…