Zehao Dou

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Diffusion Models

Metropolis Hastings

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Zehao Dou, Yang Song
Diffusion Posterior Sampling for Linear Inverse Problem Solving: A Filtering Perspective. ICLR (2024)
Hengyu Fu, Zehao Dou, Jiawei Guo, Mengdi Wang, Minshuo Chen
Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data. CoRR (2024)
Tangjun Wang, Zehao Dou, Chenglong Bao, Zuoqiang Shi
Diffusion Mechanism in Residual Neural Network: Theory and Applications. IEEE Trans. Pattern Anal. Mach. Intell. 46 (2) (2024)
Zehao Dou, Minshuo Chen, Mengdi Wang, Zhuoran Yang
Provable Statistical Rates for Consistency Diffusion Models. CoRR (2024)
Sitan Chen, Zehao Dou, Surbhi Goel, Adam R. Klivans, Raghu Meka
Learning Narrow One-Hidden-Layer ReLU Networks. CoRR (2023)
Sitan Chen, Zehao Dou, Surbhi Goel, Adam R. Klivans, Raghu Meka
Learning Narrow One-Hidden-Layer ReLU Networks. COLT (2023)
Zehao Dou, Jakub Grudzien Kuba, Yaodong Yang
Understanding Value Decomposition Algorithms in Deep Cooperative Multi-Agent Reinforcement Learning. CoRR (2022)
Zehao Dou, Zhuoran Yang, Zhaoran Wang, Simon S. Du
Gap-Dependent Bounds for Two-Player Markov Games. AISTATS (2022)
Zehao Dou, Zhuoran Yang, Zhaoran Wang, Simon S. Du
Gap-Dependent Bounds for Two-Player Markov Games. CoRR (2021)
Zehao Dou, Yuanzhi Li
On the One-sided Convergence of Adam-type Algorithms in Non-convex Non-concave Min-max Optimization. CoRR (2021)
Tangjun Wang, Zehao Dou, Chenglong Bao, Zuoqiang Shi
Diff-ResNets for Few-shot Learning - an ODE Perspective. CoRR (2021)
Yuanzhi Li, Zehao Dou
When can Wasserstein GANs minimize Wasserstein Distance? CoRR (2020)
Zehao Dou, Xiang Yan, Dongge Wang, Xiaotie Deng
Finding Mixed Strategy Nash Equilibrium for Continuous Games through Deep Learning. CoRR (2019)
Zehao Dou, Stanley J. Osher, Bao Wang
Mathematical Analysis of Adversarial Attacks. CoRR (2018)
Zehao Dou, Wei Wei, Xiaojun Wan
Improving Word Embeddings for Antonym Detection Using Thesauri and SentiWordNet. NLPCC (2) (2018)
Zehao Dou, Zhihua Zhang
Hierarchical Attention: What Really Counts in Various NLP Tasks. CoRR (2018)