Yijun Li | DeepAI

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Wei Liu
370 publications
Jie Yang
158 publications
Jan Kautz
134 publications
Ming-Hsuan Yang
115 publications
Zhe Lin
100 publications
Rui Liu
95 publications
Jingyi Yu
87 publications
Huan Wang
82 publications
Eli Shechtman
76 publications
Alexei A. Efros
75 publications
Jia-Bin Huang
70 publications

∙ 07/04/2023

Consistent Multimodal Generation via A Unified GAN Framework

We investigate how to generate multimodal image outputs, such as RGB, de...

0 Zhen Zhu, et al. ∙

∙ 06/26/2023

Decompose and Realign: Tackling Condition Misalignment in Text-to-Image Diffusion Models

Text-to-image diffusion models have advanced towards more controllable g...

0 Luozhou Wang, et al. ∙

∙ 03/10/2023

Neural Partial Differential Equations with Functional Convolution

We present a lightweighted neural PDE representation to discover the hid...

0 Ziqian Wu, et al. ∙

∙ 02/06/2023

Zero-shot Image-to-Image Translation

Large-scale text-to-image generative models have shown their remarkable ...

0 Gaurav Parmar, et al. ∙

∙ 11/04/2022

Contrastive Learning for Diverse Disentangled Foreground Generation

We introduce a new method for diverse foreground generation with explici...

0 Yuheng Li, et al. ∙

∙ 08/24/2022

3D-FM GAN: Towards 3D-Controllable Face Manipulation

3D-controllable portrait synthesis has significantly advanced, thanks to...

0 Yuchen Liu, et al. ∙

∙ 06/22/2022

A Fast Text-Driven Approach for Generating Artistic Content

In this work, we propose a complete framework that generates visual art....

0 Marian Lupascu, et al. ∙

∙ 06/16/2022

Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing

Existing GAN inversion and editing methods work well for aligned objects...

0 Gaurav Parmar, et al. ∙

∙ 03/18/2022

Emerging Artificial Intelligence Applications in Spatial Transcriptomics Analysis

Spatial transcriptomics (ST) has advanced significantly in the last few ...

0 Yijun Li, et al. ∙

∙ 10/08/2021

Collaging Class-specific GANs for Semantic Image Synthesis

We propose a new approach for high resolution semantic image synthesis. ...

0 Yuheng Li, et al. ∙

∙ 04/13/2021

Few-shot Image Generation via Cross-domain Correspondence

Training generative models, such as GANs, on a target domain containing ...

5 Utkarsh Ojha, et al. ∙

∙ 04/13/2021

IMAGINE: Image Synthesis by Image-Guided Model Inversion

We introduce an inversion based method, denoted as IMAge-Guided model IN...

0 Pei Wang, et al. ∙

∙ 04/08/2021

Rethinking and Improving the Robustness of Image Style Transfer

Extensive research in neural style transfer methods has shown that the c...

0 Pei Wang, et al. ∙

∙ 04/06/2021

Content-Aware GAN Compression

Generative adversarial networks (GANs), e.g., StyleGAN2, play a vital ro...

0 Yuchen Liu, et al. ∙

∙ 12/04/2020

Few-shot Image Generation with Elastic Weight Consolidation

Few-shot image generation seeks to generate more data of a given domain,...

0 Yijun Li, et al. ∙

∙ 03/18/2020

Collaborative Distillation for Ultra-Resolution Universal Style Transfer

Universal style transfer methods typically leverage rich representations...

9 Huan Wang, et al. ∙

∙ 12/25/2019

Controllable and Progressive Image Extrapolation

Image extrapolation aims at expanding the narrow field of view of a give...

9 Yijun Li, et al. ∙

∙ 03/20/2019

Im2Pencil: Controllable Pencil Illustration from Photographs

We propose a high-quality photo-to-pencil translation method with fine-g...

8 Yijun Li, et al. ∙

∙ 07/25/2018

Flow-Grounded Spatial-Temporal Video Prediction from Still Images

Existing video prediction methods mainly rely on observing multiple hist...

0 Yijun Li, et al. ∙

∙ 02/19/2018

A Closed-form Solution to Photorealistic Image Stylization

Photorealistic image style transfer algorithms aim at stylizing a conten...

0 Yijun Li, et al. ∙

∙ 10/11/2017

Joint Image Filtering with Deep Convolutional Networks

Joint image filters leverage the guidance image as a prior and transfer ...

0 Yijun Li, et al. ∙

∙ 05/23/2017

Universal Style Transfer via Feature Transforms

Universal style transfer aims to transfer arbitrary visual styles to con...

0 Yijun Li, et al. ∙

∙ 03/05/2017

Diversified Texture Synthesis with Feed-forward Networks

Recent progresses on deep discriminative and generative modeling have sh...

0 Yijun Li, et al. ∙

∙ 06/17/2015

Robust High Quality Image Guided Depth Upsampling

Time-of-Flight (ToF) depth sensing camera is able to obtain depth maps a...

0 Wei Liu, et al. ∙

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