Ceyuan Yang | DeepAI

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∙ 09/07/2023

Exploring Sparse MoE in GANs for Text-conditioned Image Synthesis

Due to the difficulty in scaling up, generative adversarial networks (GA...

0 Jiapeng Zhu, et al. ∙

∙ 08/29/2023

Learning Modulated Transformation in GANs

The success of style-based generators largely benefits from style modula...

0 Ceyuan Yang, et al. ∙

∙ 07/23/2023

Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation

Deep neural networks achieve superior performance for learning from inde...

0 Haoyue Bai, et al. ∙

∙ 07/10/2023

AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Models without Specific Tuning

With the advance of text-to-image models (e.g., Stable Diffusion) and co...

0 Yuwei Guo, et al. ∙

∙ 04/04/2023

Revisiting the Evaluation of Image Synthesis with GANs

A good metric, which promises a reliable comparison between solutions, i...

4 Mengping Yang, et al. ∙

∙ 01/20/2023

Spatial Steerability of GANs via Self-Supervision from Discriminator

Generative models make huge progress to the photorealistic image synthes...

19 Jianyuan Wang, et al. ∙

∙ 01/12/2023

GH-Feat: Learning Versatile Generative Hierarchical Features from GANs

Recent years witness the tremendous success of generative adversarial ne...

8 Yinghao Xu, et al. ∙

∙ 12/22/2022

DisCoScene: Spatially Disentangled Generative Radiance Fields for Controllable 3D-aware Scene Synthesis

Existing 3D-aware image synthesis approaches mainly focus on generating ...

3 Yinghao Xu, et al. ∙

∙ 12/14/2022

Towards Smooth Video Composition

Video generation requires synthesizing consistent and persistent frames ...

4 Qihang Zhang, et al. ∙

∙ 09/20/2022

Improving GANs with A Dynamic Discriminator

Discriminator plays a vital role in training generative adversarial netw...

7 Ceyuan Yang, et al. ∙

∙ 07/14/2022

Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation

Unsupervised Domain Adaptation (UDA) aims to adapt the model trained on ...

9 Zhengkai Jiang, et al. ∙

∙ 05/25/2022

Accelerating Diffusion Models via Early Stop of the Diffusion Process

Denoising Diffusion Probabilistic Models (DDPMs) have achieved impressiv...

21 Zhaoyang Lyu, et al. ∙

∙ 12/20/2021

3D-aware Image Synthesis via Learning Structural and Textural Representations

Making generative models 3D-aware bridges the 2D image space and the 3D ...

7 Yinghao Xu, et al. ∙

∙ 12/17/2021

Cross-Model Pseudo-Labeling for Semi-Supervised Action Recognition

Semi-supervised action recognition is a challenging but important task d...

15 Yinghao Xu, et al. ∙

∙ 12/01/2021

Improving GAN Equilibrium by Raising Spatial Awareness

The success of Generative Adversarial Networks (GANs) is largely built u...

2 Jianyuan Wang, et al. ∙

∙ 11/18/2021

One-Shot Generative Domain Adaptation

This work aims at transferring a Generative Adversarial Network (GAN) pr...

2 Ceyuan Yang, et al. ∙

∙ 06/08/2021

Data-Efficient Instance Generation from Instance Discrimination

Generative Adversarial Networks (GANs) have significantly advanced image...

2 Ceyuan Yang, et al. ∙

∙ 02/16/2021

Instance Localization for Self-supervised Detection Pretraining

Prior research on self-supervised learning has led to considerable progr...

10 Ceyuan Yang, et al. ∙

∙ 07/20/2020

Generative Hierarchical Features from Synthesizing Images

Generative Adversarial Networks (GANs) have recently advanced image synt...

28 Yinghao Xu, et al. ∙

∙ 06/29/2020

Unsupervised Landmark Learning from Unpaired Data

Recent attempts for unsupervised landmark learning leverage synthesized ...

14 Yinghao Xu, et al. ∙

∙ 06/28/2020

Video Representation Learning with Visual Tempo Consistency

Visual tempo, which describes how fast an action goes, has shown its pot...

3 Ceyuan Yang, et al. ∙

∙ 05/18/2020

InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs

Although Generative Adversarial Networks (GANs) have made significant pr...

8 Yujun Shen, et al. ∙

∙ 04/07/2020

Temporal Pyramid Network for Action Recognition

Visual tempo characterizes the dynamics and the temporal scale of an act...

21 Ceyuan Yang, et al. ∙

∙ 11/21/2019

Semantic Hierarchy Emerges in Deep Generative Representations for Scene Synthesis

Despite the success of Generative Adversarial Networks (GANs) in image s...

13 Ceyuan Yang, et al. ∙

∙ 09/04/2018

Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation

Due to the expensive and time-consuming annotations (e.g., segmentation)...

0 Xinge Zhu, et al. ∙

∙ 07/30/2018

Pose Guided Human Video Generation

Due to the emergence of Generative Adversarial Networks, video synthesis...

0 Ceyuan Yang, et al. ∙

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