Mengyu Dai

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Generative Model

Metric Learning

Covariance Matrices

Functional Connectivity

Top Venues

Medical Image Anal.

Publications

Zhichao Wang, Mengyu Dai, Keld Lundgaard
Text-to-Video: a Two-stage Framework for Zero-shot Identity-agnostic Talking-head Generation. CoRR (2023)
Mengyu Dai, Haibin Hang, Xiaoyang Guo
Adaptive Feature Interpolation for Low-Shot Image Generation. ECCV (15) (2022)
Mengyu Dai, Haibin Hang, Anuj Srivastava
AWGAN: Empowering High-Dimensional Discriminator Output for Generative Adversarial Networks. CoRR (2021)
Mengyu Dai, Haibin Hang
Manifold Matching via Deep Metric Learning for Generative Modeling. ICCV (2021)
Mengyu Dai, Haibin Hang, Xiaoyang Guo
Implicit Data Augmentation Using Feature Interpolation for Diversified Low-Shot Image Generation. CoRR (2021)
Mengyu Dai, Haibin Hang
Adversarial Manifold Matching via Deep Metric Learning for Generative Modeling. CoRR (2021)
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Analyzing Dynamical Brain Functional Connectivity as Trajectories on Space of Covariance Matrices. IEEE Trans. Medical Imaging 39 (3) (2020)
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Discovering common change-point patterns in functional connectivity across subjects. Medical Image Anal. 58 (2019)
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Analyzing Dynamical Brain Functional Connectivity As Trajectories on Space of Covariance Matrices. CoRR (2019)
Mengyu Dai, Anuj Srivastava
Video-Based Action Recognition Using Dimension Reduction of Deep Covariance Trajectories. CVPR Workshops (2019)
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects. CoRR (2019)
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Discovering Change-Point Patterns in Dynamic Functional Brain Connectivity of a Population. IPMI (2017)
Mengyu Dai, Zhengwu Zhang, Anuj Srivastava
Testing Stationarity of Brain Functional Connectivity Using Change-Point Detection in fMRI Data. CVPR Workshops (2016)