Zehao Dou
Publications by Year
Research Areas
Model Reduction and Neural Networks, Generative Adversarial Networks and Image Synthesis, Adversarial Robustness in Machine Learning, Reinforcement Learning in Robotics, Gaussian Processes and Bayesian Inference
Most-Cited Works
- → Diffusion Mechanism in Residual Neural Network: Theory and Applications(2023)23 cited
- → Improving Word Embeddings for Antonym Detection Using Thesauri and SentiWordNet(2018)17 cited
- → Mathematical Analysis of Adversarial Attacks(2018)9 cited
- When can Wasserstein GANs minimize Wasserstein Distance(2020)
- → On the One-sided Convergence of Adam-type Algorithms in Non-convex Non-concave Min-max Optimization(2021)2 cited
- → Think Twice Before You Act: Improving Inverse Problem Solving With MCMC(2024)2 cited
- → Finding Mixed Strategy Nash Equilibrium for Continuous Games through Deep Learning(2019)2 cited
- → From optimal score matching to optimal sampling(2024)2 cited
- → Rates of estimation for high-dimensional multi-reference alignment(2022)2 cited
- → Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning(2022)1 cited