Taori, Rohan
- On the Opportunities and Risks of Foundation Models
2021/08/16 by Rishi Bommasani, Drew A. Hudson, Bommasani, Rishi +233 · 11 voices · 547 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Topic Modeling
- AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
2023/05/22 by Yann Dubois, Dubois, Yann, Xuechen Li +15 · 64 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Measuring Robustness to Natural Distribution Shifts in Image Classification
2020/07/01 by Taori, Rohan, Dave, Achal, Shankar, Vaishaal +3 · 28 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Agent AI: Surveying the Horizons of Multimodal Interaction
2024/01/07 by Zane Durante, Qiuyuan Huang, Durante, Zane +25 · 39 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems
- Accuracy on the Line: On the Strong Correlation Between\n Out-of-Distribution and In-Distribution Generalization
2021/07/09 by J. J. Miller, Miller, John, Rohan Taori +15 · 15 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- VisIT-Bench: A Benchmark for Vision-Language Instruction Following Inspired by Real-World Use
2023/08/12 by Yonatan Bitton, Bitton, Yonatan, Hritik Bansal +14 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Text Readability and Simplification
- An Interactive Agent Foundation Model
2024/02/08 by Durante, Zane, Sarkar, Bidipta, Gong, Ran +17 · 8 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- Data Feedback Loops: Model-driven Amplification of Dataset Biases
2022/09/08 by Taori, Rohan, Hashimoto, Tatsunori B. · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Targeted Adversarial Examples for Black Box Audio Systems
2018/05/20 by Taori, Rohan, Kamsetty, Amog, Chu, Brenton +1 · 2 citations
#Audio and Speech Processing (eess.AS) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
- Autoregressive Models: What Are They Good For?
2019/10/17 by Murtaza Dalal, Alexander C. Li, Dalal, Murtaza +3 · 1 citation
Computer Science · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Is a Caption Worth a Thousand Images? A Controlled Study for Representation Learning
2022/07/15 by Santurkar, Shibani, Dubois, Yann, Taori, Rohan +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)