Genevay, Aude
- Learning Generative Models with Sinkhorn Divergences
2017/06/01 by Aude Genevay, Gabriel Peyré, Genevay, Aude +3 · 32 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Face recognition and analysis
- Sample Complexity of Sinkhorn divergences
2018/10/05 by Aude Genevay, Genevay, Aude, Lénaïc Chizat +7 · 29 citations
Computer Science · Decision Sciences · #Adversarial Robustness in Machine Learning #FOS: Mathematics #Machine Learning and Algorithms #Probabilistic and Robust Engineering Design #Statistics Theory (math.ST)
- Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2\n Benchmark
2021/06/03 by Alexander Korotin, Korotin, Alexander, Lingxiao Li +10 · 8 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Advanced Neuroimaging Techniques and Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Large-Scale Wasserstein Gradient Flows
2021/06/01 by Mokrov, Petr, Korotin, Alexander, Li, Lingxiao +3 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Continuous Regularized Wasserstein Barycenters
2020/08/28 by Lingxiao Li, Li, Lingxiao, Aude Genevay +5 · 3 citations
Environmental Science · Mathematics · #FOS: Computer and information sciences #Geometric Analysis and Curvature Flows #Groundwater flow and contamination studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods