Ishaan Gulrajani

1. Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
   2015/06/24 by Ankit Kumar, Ozan Irsoy, Ozan İrsoy +18 · 2 voices · 22 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. Improved Training of Wasserstein GANs
   2017/03/31 by Ishaan Gulrajani, Gulrajani, Ishaan, Faruk Ahmed +7 · 217 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)
3. Invariant Risk Minimization
   2019/07/05 by Martín Arjovsky, Léon Bottou, Arjovsky, Martin +5 · 182 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Machine Learning and Algorithms
4. In Search of Lost Domain Generalization
   2020/07/02 by Ishaan Gulrajani, Gulrajani, Ishaan, David López-Paz +1 · 61 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
5. AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback
   2023/05/22 by Yann Dubois, Xuechen Li, Dubois, Yann +15 · 63 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
6. GANSynth: Adversarial Neural Audio Synthesis
   2019/02/23 by Jesse Engel, Kumar Krishna Agrawal, Engel, Jesse +9 · 20 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing #Digital Media Forensic Detection
7. 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