Rohan Taori
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Anomaly Detection Techniques and Applications, Multimodal Machine Learning Applications, COVID-19 diagnosis using AI, Topic Modeling
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,136 cited
- → Measuring Robustness to Natural Distribution Shifts in Image Classification(2020)170 cited
- → AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback(2023)54 cited
- → Agent AI: Surveying the Horizons of Multimodal Interaction(2024)43 cited
- → Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization(2021)30 cited
- Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning(2021)
- → Targeted Adversarial Examples for Black Box Audio Systems(2019)26 cited
- → Data Feedback Loops: Model-driven Amplification of Dataset Biases(2022)12 cited