Low Complexity Convolutional Neural Network for Vessel Segmentation in Portable Retinal Diagnostic Devices. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (ICIP, 2018)

Segmentation of Bleeding Regions in Wireless Capsule Endoscopy Images an Approach for inside Capsule Video Summarization. - Mohsen Hajabdollahi; Reza Esfandiarpoor; S. M. Reza Soroushmehr; Nader Karimi; Shadrokh Samavi; Kayvan Najarian (CoRR, 2018)

Multiple Abnormality Detection for Automatic Medical Image Diagnosis Using Bifurcated Convolutional Neural Network. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Elyas Sabeti; Nader Karimi; Kayvan Najarian; S. M. Reza Soroushmehr; Shadrokh Samavi (CoRR, 2018)

Hierarchical Pruning for Simplification of Convolutional Neural Networks in Diabetic Retinopathy Classification. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Low Complexity CNN Structure for Automatic Bleeding Zone Detection in Wireless Capsule Endoscopy Imaging. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Kayvan Najarian; Nader Karimi; Shadrokh Samavi; S. M. Reza Soroushmehr (EMBC, 2019)

Segmentation of bleeding regions in wireless capsule endoscopy for detection of informative frames. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Pejman Khadivi; S. M. Reza Soroushmehr; Nader Karimi; Kayvan Najarian; Shadrokh Samavi (Biomed. Signal Process. Control., 2019)

Multiple abnormality detection for automatic medical image diagnosis using bifurcated convolutional neural network. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Elyas Sabeti; Nader Karimi; S. M. Reza Soroushmehr; Shadrokh Samavi (Biomed. Signal Process. Control., 2020)

Simplification of neural networks for skin lesion image segmentation using color channel pruning. - Mohsen Hajabdollahi; Reza Esfandiarpoor; Pejman Khadivi; Sayed Mohammad Reza Soroushmehr; Nader Karimi; Shadrokh Samavi (Comput. Medical Imaging Graph., 2020)

Pseudo Shots: Few-Shot Learning with Auxiliary Data. - Reza Esfandiarpoor; Mohsen Hajabdollahi; Stephen H. Bach (CoRR, 2020)

An Adaptive Method for Weak Supervision with Drifting Data. - Alessio Mazzetto; Reza Esfandiarpoor; Eli Upfal; Stephen H. Bach (CoRR, 2023)

If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions. - Reza Esfandiarpoor; Cristina Menghini; Stephen H. Bach (EMNLP, 2024)

Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification. - Reza Esfandiarpoor; Stephen H. Bach (ICLR, 2024)

An Adaptive Method for Weak Supervision with Drifting Data. - Alessio Mazzetto; Reza Esfandiarpoor; Akash Singirikonda; Eli Upfal; Stephen H. Bach (AISTATS, 2025)

Beyond Contrastive Learning: Synthetic Data Enables List-wise Training with Multiple Levels of Relevance. - Reza Esfandiarpoor; George Zerveas; Ruochen Zhang; Macton Mgonzo; Carsten Eickhoff; Stephen H. Bach (CoRR, 2025)