From the 1 of 10 linked papers with an AI index.
2 citations · 2 across the 8 of their papers we have counts for
6 papers · 1 filter
Closing the Null Space: Guidance-Aware Quantization for Classifier-Free Diffusion
Abdullah Al Shafi, Sumaiya Rahim Suma
Deploying classifier-free guidance (CFG) diffusion models under real-world compute budgets requires quantization, yet existing post-training quantization (PTQ) methods treat CFG mo…
BTI-Net: Bidirectional Decoder-Level Task Interaction via Uncertainty-Aware Gating for Multi-Task Medical Image Analysis
Abdullah Al Shafi, Md Kawsar Mahmud Khan Zunayed, Safin Ahmmed +2
Jointly learning to segment and classify medical images demands cross-task synergy, yet encoder-sharing architectures limit decoder reconstruction to task-private representations,…
DASH: Dual-Branch Score Distillation for Guidance-Calibrated Compact Diffusion Models
Abdullah Al Shafi, Kazi Saeed Alam, Sk Imran Hossain +1
Parameter compression of class-conditional diffusion models reveals an underexplored limitation in output-level distillation: the unconditional score branch remains unsupervised, l…
iPhoneBlur: A Difficulty-Stratified Benchmark for Consumer Device Motion Deblurring
Abdullah Al Shafi, Kazi Saeed Alam
Motion blur restoration on consumer mobile devices is typically evaluated using aggregate metrics that obscure performance variation across blur difficulty, masking model behavior…
Multi-Level Bidirectional Decoder Interaction for Uncertainty-Aware Breast Ultrasound Analysis
Abdullah Al Shafi, Md Kawsar Mahmud Khan Zunayed, Safin Ahmmed +2
Breast ultrasound interpretation requires simultaneous lesion segmentation and tissue classification. However, conventional multi-task learning approaches suffer from task interfer…
Skin Lesion Classification Using a Soft Voting Ensemble of Convolutional Neural Networks
Abdullah Al Shafi, Abdul Muntakim, Pintu Chandra Shill +2
Skin cancer can be identified by dermoscopic examination and ocular inspection, but early detection significantly increases survival chances. Artificial intelligence (AI), using an…