PhD in Computer Science
University of Southern California, 2019
Mae-a-Video: Text-to-Video Generation Without Text-Video Data
Conference paper
Mutual Information Regularized Feature-Level Frankenstein for Discriminative Recognition
Article
VoxelHop: Successive Subspace Learning for ALS Disease Classification Using Structural MRI
Article
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer
Conference paper
MUGEN: A Playground for Video-Audio-Text Multimodal Understanding and GENeration
Conference paper
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness
Conference paper
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation
Conference paper
Mix-MaxEnt: Improving Accuracy and Uncertainty Estimates of Deterministic Neural Networks
Conference paper
Robustness and Generalization via Generative Adversarial Training
Conference paper
Successive Subspace Learning for ALS Disease Classi cation Using T2-weighted MRI
Conference paper
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology
Conference paper
Show, attend, and translate: Unsupervised image translation with self-regularization and attention
Article
Esther: Extremely simple image translation through self-regularization
Conference paper
Ordinal regression with neuron stick-breaking for medical diagnosis
Conference paper
SPG-Net: Segmentation prediction and guidance network for image inpainting
Conference paper
Adaptive metric learning with deep neural networks for video-based facial expression recognition
Article
Conference paper
Contextual-Based Image Inpainting: Infer, Match, and Translate
Conference paper
Dependency-Aware Attention Control for Unconstrained Face Recognition with Image Sets
Conference paper
Normalized face image generation with perceptron generative adversarial networks
Conference paper
High-resolution image inpainting using multi-scale neural patch synthesis
Conference paper
Realistic Dynamic Facial Textures from a Single Image Using GANs
Conference paper
Semantic boundary refinement by joint inference from edges and regions
Conference paper
Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks
Conference paper
Pinscreen: 3D Avatar from a Single Image
Conference paper
Exact hybrid covariance thresholding for joint graphical lasso
Conference paper
Low-rank SIFT: An affine invariant feature for place recognition
Conference paper
Parsing Facade with Rank-One Approximation
Conference paper
Attacks and design of image recognition CAPTCHAs
Conference paper
Mae-a-Video: Text-to-Video Generation Without Text-Video Data
Adapting Off-the-Shelf Source Segmenter for Target Medical Image Segmentation
Mix-MaxEnt: Improving Accuracy and Uncertainty Estimates of Deterministic Neural Networks
Robustness and Generalization via Generative Adversarial Training
Successive Subspace Learning for ALS Disease Classi cation Using T2-weighted MRI
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology
Adaptive metric learning with deep neural networks for video-based facial expression recognition
High-resolution image inpainting using multi-scale neural patch synthesis
Realistic Dynamic Facial Textures from a Single Image Using GANs
Semantic boundary refinement by joint inference from edges and regions
Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks
Exact hybrid covariance thresholding for joint graphical lasso
Low-rank SIFT: An affine invariant feature for place recognition
Show, attend, and translate: Unsupervised image translation with self-regularization and attention
Article
Esther: Extremely simple image translation through self-regularization
Conference paper
Ordinal regression with neuron stick-breaking for medical diagnosis
Conference paper
SPG-Net: Segmentation prediction and guidance network for image inpainting
Conference paper
Adaptive metric learning with deep neural networks for video-based facial expression recognition
Article
Conference paper
Contextual-Based Image Inpainting: Infer, Match, and Translate
Conference paper
Dependency-Aware Attention Control for Unconstrained Face Recognition with Image Sets
Conference paper
Normalized face image generation with perceptron generative adversarial networks
Conference paper
High-resolution image inpainting using multi-scale neural patch synthesis
Conference paper
Realistic Dynamic Facial Textures from a Single Image Using GANs
Conference paper
Semantic boundary refinement by joint inference from edges and regions
Conference paper
Shape Inpainting Using 3D Generative Adversarial Network and Recurrent Convolutional Networks
Conference paper
Pinscreen: 3D Avatar from a Single Image
Conference paper
Exact hybrid covariance thresholding for joint graphical lasso
Conference paper
Low-rank SIFT: An affine invariant feature for place recognition
Conference paper
Parsing Facade with Rank-One Approximation
Conference paper
Attacks and design of image recognition CAPTCHAs
Conference paper
No Publications |
No Publications |
EMIA6500O | Learning-Based Image Synthesis |
EMIA6500G | AI-Driven Animation and Video Generation |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
LIU, Yexin
Individualized Interdisciplinary Program
MA, Xuran
Individualized Interdisciplinary Program
ZHENG, Haoze
Individualized Interdisciplinary Program
ZHENG, Mingzhe
Individualized Interdisciplinary Program
WANG, Zihao
Individualized Interdisciplinary Program
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