Gulrajani, Ishaan
- Invariant Risk Minimization
2019/07/05 by Martín Arjovsky, Martin Arjovsky, Arjovsky, Martin +7 · 2 voices · 184 citations
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.AI #cs.LG #stat.ML
- Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
2015/06/24 by Ankit Kumar, Ozan İrsoy, Ozan Irsoy +18 · 2 voices · 23 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- GPT-4o System Card
2024/10/25 by OpenAI, A. M. Hurst, : +503 · 1189 citations
Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
- Improved Training of Wasserstein GANs
2017/03/31 by Ishaan Gulrajani, Gulrajani, Ishaan, Faruk Ahmed +7 · 229 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Diffusion-LM Improves Controllable Text Generation
2022/05/27 by Li, Xiang Lisa, Thickstun, John, Gulrajani, Ishaan +2 · 130 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- In Search of Lost Domain Generalization
2020/07/02 by Ishaan Gulrajani, David López-Paz, Gulrajani, Ishaan +1 · 62 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
- 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
- Likelihood-Based Diffusion Language Models
2023/05/30 by Gulrajani, Ishaan, Hashimoto, Tatsunori B. · 30 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- GANSynth: Adversarial Neural Audio Synthesis
2019/02/23 by Jesse Engel, Kumar Krishna Agrawal, Engel, Jesse +9 · 22 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Digital Media Forensic Detection
- PixelVAE: A Latent Variable Model for Natural Images
2016/11/15 by Ishaan Gulrajani, Kundan Kumar, Gulrajani, Ishaan +11 · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Cancer-related molecular mechanisms research
- SampleRNN: An Unconditional End-to-End Neural Audio Generation Model
2016/12/22 by Mehri, Soroush, Kumar, Kundan, Gulrajani, Ishaan +5 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Sound (cs.SD)