Publications
This section contains publications published by ISI over the past several decades.
2023
Towards Perceiving Small Visual Details in Zero-shot Visual Question Answering with Multimodal LLMs
Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara, Filip Ilievski
arXiv preprint arXiv:2310.16033, 2023
Factuality challenges in the era of large language models
Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha, Tanmoy Chakraborty, Giovanni Luca Ciampaglia, David Corney, Renee DiResta, Emilio Ferrara, Scott Hale, Alon Halevy, Eduard Hovy, Heng Ji, Filippo Menczer, Ruben Miguez, Preslav Nakov, Dietram Scheufele, Shivam Sharma, Giovanni Zagni
arXiv preprint arXiv:2310.05189, 2023
PDB-Dev: A prototype system for archiving integrative structures
Brinda Vallat, Benjamin Webb, Arthur Zalevsky, Serban Voinea, Hongsuda Tangmunarunkit, Monica Sekharan, John D Westbrook, Carl Kesselman, Stephen K Burley, Helen M Berman, Andrej Sali
ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES 79, C72-C72, 2023
Rpu: The ring processing unit
Deepraj Soni, Negar Neda, Naifeng Zhang, Benedict Reynwar, Homer Gamil, Benjamin Heyman, Mohammed Nabeel, Ahmad Al Badawi, Yuriy Polyakov, Kellie Canida, Massoud Pedram, Michail Maniatakos, David Bruce Cousins, Franz Franchetti, Matthew French, Andrew Schmidt, Brandon Reagen
2023 IEEE International Symposium on Performance Analysis of Systems and …, 2023
Trebuchet: Fully homomorphic encryption accelerator for deep computation
David Bruce Cousins, Yuriy Polyakov, Ahmad Al Badawi, Matthew French, Andrew Schmidt, Ajey Jacob, Benedict Reynwar, Kellie Canida, Akhilesh Jaiswal, Clynn Mathew, Homer Gamil, Negar Neda, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick, Mike Franusich, Bo Zhang, Zeming Cheng, Massoud Pedram
arXiv preprint arXiv:2304.05237, 2023
MusMorph, a database of standardized mouse morphology data for morphometric meta-analyses (vol 9, 230, 2022)
Jay Devine, Marta Vidal-Garcia, Wei Liu, Amanda Neves, Lucas D Lo Vercio, Rebecca M Green, Heather A Richbourg, Marta Marchini, Colton M Unger, Audrey C Nickle, Bethany Radford, Nathan M Young, Paula N Gonzalez, Robert E Schuler, Alejandro Bugacov, Campbell Rolian, Christopher J Percival, Trevor Williams, Lee Niswander, Anne L Calof, Arthur D Lander, Axel Visel, Frank R Jirik, James M Cheverud, Ophir D Klein, Ramon Y Birnbaum, Amy E Merrill, Rebecca R Ackermann, Daniel Graf, Myriam Hemberger, Wendy Dean, Nils D Forkert, Stephen A Murray, Henrik Westerberg, Ralph S Marcucio, Benedikt Hallgrimsson
SCIENTIFIC DATA 10 (1), 2023
2022
Multispectral biometrics system
W Abd-Almageed, L Spinoulas, ME Hussein, D Geissbuhler, S Marcel
US Patent App. 17/838,372, 2022
SILA: a system for scientific image analysis
Daniel Moreira, João Phillipe Cardenuto, Ruiting Shao, Sriram Baireddy, Davide Cozzolino, Diego Gragnaniello, Wael Abd-Almageed, Paolo Bestagini, Stefano Tubaro, Anderson Rocha, Walter Scheirer, Luisa Verdoliva, Edward Delp
Scientific Reports 12 (1), 18306, 2022
Sw-vae: Weakly supervised learn disentangled representation via latent factor swapping
Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
European Conference on Computer Vision, 73-87, 2022
Cat: Controllable attribute translation for fair facial attribute classification
Jiazhi Li, Wael Abd-Almageed
European Conference on Computer Vision, 363-381, 2022
Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors
Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
European Conference on Computer Vision, 382-395, 2022
Learning Robust Representations Of Generative Models Using Set-Based Artificial Fingerprints
Hae Jin Song, Wael AbdAlmageed
arXiv preprint arXiv:2206.02067, 2022
Do-operation guided causal representation learning with reduced supervision strength
Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed
arXiv preprint arXiv:2206.01802, 2022
Attack-Agnostic Adversarial Detection
Jiaxin Cheng, Mohamed Hussein, Jay Billa, Wael AbdAlmageed
https://arxiv.org/abs/2206.00489, 2022
Reproducibility as a Stepping Stone to Intelligent Assistants for Data Analysis: An Analysis of Physical Activity, Sleep, and Work Shift in Nurses
Detravious J Brinkley, Emmanuel Johnson, Tiantian Feng, Yolanda Gil
2022
Sources of irreproducibility in machine learning: A review
Odd Erik Gundersen, Kevin Coakley, Christine Kirkpatrick, Yolanda Gil
arXiv preprint arXiv:2204.07610, 2022
Designing an integrated architecture: The prodigy view
Jaime G Carbonell, Yolanda Gil, Robert Joseph, Craig A Knoblock, Steve Minton, Manuela M Veloso
12th Annual Conference. CSS Pod, 997-1004, 2022
Toward findable, accessible, interoperable, and reusable cybersecurity artifacts
David Balenson, Terry Benzel, Eric Eide, David Emmerich, David Johnson, Jelena Mirkovic, Laura Tinnel
Proceedings of the 15th Workshop on Cyber Security Experimentation and Test …, 2022
Cybersecurity as illuminator for the future of computing research
John Wroclawski, Terry Benzel
Communications of the ACM 65 (5), 39-41, 2022