Gao, Irena
- WILDS: A Benchmark of in-the-Wild Distribution Shifts
2020/12/14 by Pang Wei Koh, Shiori Sagawa, Koh, Pang Wei +43 · 100 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language Models
2023/08/02 by Anas Awadalla, Awadalla, Anas, Irena Gao +29 · 49 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- CREPE: Can Vision-Language Foundation Models Reason Compositionally?
2022/12/13 by Zixian Ma, Jerry Hong, Ma, Zixian +9 · 26 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- Are aligned neural networks adversarially aligned?
2023/06/26 by Carlini, Nicholas, Nasr, Milad, Choquette-Choo, Christopher A. +8 · 27 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Model Equality Testing: Which Model Is This API Serving?
2024/10/26 by Irena Gao, Gao, Irena, Percy Liang +3 · 13 citations
Computer Science · #Software Testing and Debugging Techniques #Software Reliability and Analysis Research #Software System Performance and Reliability
- Extending the WILDS Benchmark for Unsupervised Adaptation
2021/12/09 by Sagawa, Shiori, Koh, Pang Wei, Lee, Tony +17 · 6 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Out-of-Domain Robustness via Targeted Augmentations
2023/02/23 by Irena Gao, Shiori Sagawa, Gao, Irena +7 · 4 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- Adaptive Testing of Computer Vision Models
2022/12/06 by Irena Gao, Gabriel Ilharco, Gao, Irena +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 Data Classification #Multimodal Machine Learning Applications