Negar Rostamzadeh
- Deep Complex Networks
2017/05/27 by Chiheb Trabelsi, Olexa Bilaniuk, Trabelsi, Chiheb +17 · 33 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Speech Recognition and Synthesis #Speech and Audio Processing
- Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction
2022/10/11 by Renee Shelby, Shelby, Renee, Shalaleh Rismani +19 · 45 citations
Psychology · Social Sciences · #Digital Mental Health Interventions #Ethics and Social Impacts of AI #FOS: Computer and information sciences #General Literature (cs.GL) #Human-Computer Interaction (cs.HC)
- Evaluation Gaps in Machine Learning Practice
2022/05/11 by Ben Hutchinson, Negar Rostamzadeh, Hutchinson, Ben +7 · 10 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Fashion-Gen: The Generative Fashion Dataset and Challenge
2018/06/21 by Negar Rostamzadeh, Rostamzadeh, Negar, Seyedarian Hosseini +11 · 10 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Where are the Blobs: Counting by Localization with Point Supervision
2018/07/25 by Issam Laradji, Negar Rostamzadeh, Laradji, Issam H. +7 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Hierarchical Adversarially Learned Inference
2018/02/04 by Mohamed Ishmael Belghazi, Sai Rajeswar, Belghazi, Mohamed Ishmael +9 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
2025/01/16 by Ibtihel Amara, Amara, Ibtihel, Ahmed Imtiaz Humayun +26 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Reinforced active learning for image segmentation
2020/02/16 by Arantxa Casanova, Casanova, Arantxa, Pedro O. Pinheiro +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms #Multimodal Machine Learning Applications
- Bias-inducing geometries: an exactly solvable data model with fairness implications
2022/05/31 by Stefano Sarao Mannelli, Federica Gerace, Mannelli, Stefano Sarao +5 · 2 citations
Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI)
- Instance Segmentation with Point Supervision
2019/06/14 by Issam Laradji, Negar Rostamzadeh, Laradji, Issam H. +7 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
2024/06/03 by Golnoosh Farnadi, Mohammad Havaei, Farnadi, Golnoosh +3 · 2 citations
Social Sciences · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Labor Movements and Unions #Machine Learning (cs.LG)
- Evaluation of Cultural Competence of Vision-Language Models
2025/05/28 by Srishti Yadav, Lauren Tilton, Yadav, Srishti +23 · 1 voice · 1 citation
#cs.CV #cs.CL
- Uncertainty in Multitask Transfer Learning
2018/06/20 by Alexandre Lacoste, Lacoste, Alexandre, Boris N. Oreshkin +9 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
2024/08/15 by Ahmed Imtiaz Humayun, Ibtihel Amara, Humayun, Ahmed Imtiaz +13 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topological and Geometric Data Analysis
- Reinforced Imitation in Heterogeneous Action Space
2019/04/06 by Konrad Żołna, Negar Rostamzadeh, Zolna, Konrad +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- Towards Standardization of Data Licenses: The Montreal Data License
2019/03/21 by Misha Benjamin, Paul Gagnon, Benjamin, Misha +9 · 1 citation
Computer Science · Decision Sciences · #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management