Domain-Adaptive Single-View 3D Reconstruction
Pinheiro, Pedro O., Rostamzadeh, Negar, Ahn, Sungjin
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Get full text
Conference Proceeding
The value of standards for health datasets in artificial intelligence-based applications
Arora, Anmol, Alderman, Joseph E., Palmer, Joanne, Ganapathi, Shaswath, Laws, Elinor, McCradden, Melissa D., Oakden-Rayner, Lauren, Pfohl, Stephen R., Ghassemi, Marzyeh, McKay, Francis, Treanor, Darren, Rostamzadeh, Negar, Mateen, Bilal, Gath, Jacqui, Adebajo, Adewole O., Kuku, Stephanie, Matin, Rubeta, Heller, Katherine, Sapey, Elizabeth, Sebire, Neil J., Cole-Lewis, Heather, Calvert, Melanie, Denniston, Alastair, Liu, Xiaoxuan
Published in Nature medicine (01.11.2023)
Published in Nature medicine (01.11.2023)
Get full text
Journal Article
Tackling bias in AI health datasets through the STANDING Together initiative
Ganapathi, Shaswath, Palmer, Jo, Alderman, Joseph E., Calvert, Melanie, Espinoza, Cyrus, Gath, Jacqui, Ghassemi, Marzyeh, Heller, Katherine, Mckay, Francis, Karthikesalingam, Alan, Kuku, Stephanie, Mackintosh, Maxine, Manohar, Sinduja, Mateen, Bilal A., Matin, Rubeta, McCradden, Melissa, Oakden-Rayner, Lauren, Ordish, Johan, Pearson, Russell, Pfohl, Stephen R., Rostamzadeh, Negar, Sapey, Elizabeth, Sebire, Neil, Sounderajah, Viknesh, Summers, Charlotte, Treanor, Darren, Denniston, Alastair K., Liu, Xiaoxuan
Published in Nature medicine (01.11.2022)
Published in Nature medicine (01.11.2022)
Get full text
Journal Article
Proposal-Based Instance Segmentation With Point Supervision
Laradji, Issam H., Rostamzadeh, Negar, Pinheiro, Pedro O., Vazquez, David, Schmidt, Mark
Published in 2020 IEEE International Conference on Image Processing (ICIP) (01.10.2020)
Published in 2020 IEEE International Conference on Image Processing (ICIP) (01.10.2020)
Get full text
Conference Proceeding
A toolbox for surfacing health equity harms and biases in large language models
Pfohl, Stephen R, Cole-Lewis, Heather, Sayres, Rory, Neal, Darlene, Asiedu, Mercy, Dieng, Awa, Tomasev, Nenad, Rashid, Qazi Mamunur, Azizi, Shekoofeh, Rostamzadeh, Negar, McCoy, Liam G, Celi, Leo Anthony, Liu, Yun, Schaekermann, Mike, Walton, Alanna, Parrish, Alicia, Nagpal, Chirag, Singh, Preeti, Dewitt, Akeiylah, Mansfield, Philip, Prakash, Sushant, Heller, Katherine, Karthikesalingam, Alan, Semturs, Christopher, Barral, Joelle, Corrado, Greg, Matias, Yossi, Smith-Loud, Jamila, Horn, Ivor, Singhal, Karan
Published in Nature medicine (23.09.2024)
Published in Nature medicine (23.09.2024)
Get full text
Journal Article
A Fuzzy Fusion Framework for Generating Purpose-oriented Texts
Tayefeh Mahmoudi, M., Badie, K.
Published in International journal of engineering (Tehran) (01.07.2023)
Published in International journal of engineering (Tehran) (01.07.2023)
Get full text
Journal Article
It's all about habits: Exploiting multi-task clustering for activities of daily living analysis
Yan Yan, Ricci, Elisa, Rostamzadeh, Negar, Sebe, Nicu
Published in 2014 IEEE International Conference on Image Processing (ICIP) (01.10.2014)
Published in 2014 IEEE International Conference on Image Processing (ICIP) (01.10.2014)
Get full text
Conference Proceeding
Cluster encoding for modelling temporal variation in video
Rostamzadeh, Negar, Uijlings, Jasper, Mironica, Ionuj, Abadi, Mojtaba Khomami, Ionescu, Bogdan, Sebe, Nicu
Published in 2015 IEEE International Conference on Image Processing (ICIP) (01.09.2015)
Published in 2015 IEEE International Conference on Image Processing (ICIP) (01.09.2015)
Get full text
Conference Proceeding
Breaking Barriers to Creative Expression: Co-Designing and Implementing an Accessible Text-to-Image Interface
Taheri, Atieh, Izadi, Mohammad, Shriram, Gururaj, Rostamzadeh, Negar, Kane, Shaun
Year of Publication 05.09.2023
Year of Publication 05.09.2023
Get full text
Journal Article
Understanding the Local Geometry of Generative Model Manifolds
Humayun, Ahmed Imtiaz, Amara, Ibtihel, Schumann, Candice, Farnadi, Golnoosh, Rostamzadeh, Negar, Havaei, Mohammad
Year of Publication 15.08.2024
Year of Publication 15.08.2024
Get full text
Journal Article
Bias-inducing geometries: an exactly solvable data model with fairness implications
Mannelli, Stefano Sarao, Gerace, Federica, Rostamzadeh, Negar, Saglietti, Luca
Year of Publication 31.05.2022
Year of Publication 31.05.2022
Get full text
Journal Article
Looking at Creative ML Blindspots with a Sociological Lens
Burgdorf, Katharina, Rostamzadeh, Negar, Srinivasan, Ramya, Lena, Jennifer
Year of Publication 26.05.2022
Year of Publication 26.05.2022
Get full text
Journal Article
Evaluation Gaps in Machine Learning Practice
Hutchinson, Ben, Rostamzadeh, Negar, Greer, Christina, Heller, Katherine, Prabhakaran, Vinodkumar
Year of Publication 11.05.2022
Year of Publication 11.05.2022
Get full text
Journal Article
Thinking Beyond Distributions in Testing Machine Learned Models
Rostamzadeh, Negar, Hutchinson, Ben, Greer, Christina, Prabhakaran, Vinodkumar
Year of Publication 06.12.2021
Year of Publication 06.12.2021
Get full text
Journal Article
Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development
Rismani, Shalaleh, Shelby, Renee, Smart, Andrew, Santos, Renelito Delos, Moon, AJung, Rostamzadeh, Negar
Year of Publication 18.07.2023
Year of Publication 18.07.2023
Get full text
Journal Article