Chen Change Loy

Robust Reference-based Super-Resolution via C2-Matching

Reference-based Super-Resolution (Ref-SR) has recently emerged as a prom...
06/03/2021 ∙ by Yuming Jiang, et al. ∙ 15 ∙ share

read it
Semi-Supervised Domain Generalization with Stochastic StyleMatch

Most existing research on domain generalization assumes source data gath...
06/01/2021 ∙ by Kaiyang Zhou, et al. ∙ 0 ∙ share

read it
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment

A recurrent structure is a popular framework choice for the task of vide...
04/27/2021 ∙ by Kelvin C. K. Chan, et al. ∙ 9 ∙ share

read it
Unsupervised 3D Shape Completion through GAN Inversion

Most 3D shape completion approaches rely heavily on partial-complete sha...
04/27/2021 ∙ by Junzhe Zhang, et al. ∙ 12 ∙ share

read it
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation

While accurate lip synchronization has been achieved for arbitrary-subje...
04/22/2021 ∙ by Hang Zhou, et al. ∙ 13 ∙ share

read it
NTIRE 2021 Challenge on Quality Enhancement of Compressed Video: Methods and Results

This paper reviews the first NTIRE challenge on quality enhancement of c...
04/21/2021 ∙ by Ren Yang, et al. ∙ 9 ∙ share

read it
Lighting the Darkness in the Deep Learning Era

Low-light image enhancement (LLIE) aims at improving the perception or i...
04/21/2021 ∙ by Chongyi Li, et al. ∙ 15 ∙ share

read it
Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network

Recent development of Under-Display Camera (UDC) systems provides a true...
04/19/2021 ∙ by Ruicheng Feng, et al. ∙ 17 ∙ share

read it
Audio-Driven Emotional Video Portraits

Despite previous success in generating audio-driven talking heads, most ...
04/15/2021 ∙ by Xinya Ji, et al. ∙ 0 ∙ share

read it
Everything's Talkin': Pareidolia Face Reenactment

We present a new application direction named Pareidolia Face Reenactment...
04/07/2021 ∙ by Linsen Song, et al. ∙ 0 ∙ share

read it
Deep Animation Video Interpolation in the Wild

In the animation industry, cartoon videos are usually produced at low fr...
04/06/2021 ∙ by Li Siyao, et al. ∙ 6 ∙ share

read it
Domain Generalization: A Survey

Generalization to out-of-distribution (OOD) data is a capability natural...
03/03/2021 ∙ by Kaiyang Zhou, et al. ∙ 0 ∙ share

read it
Network Pruning via Resource Reallocation

Channel pruning is broadly recognized as an effective approach to obtain...
03/02/2021 ∙ by Yuenan Hou, et al. ∙ 9 ∙ share

read it
Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation

This paper presents a novel method, Zero-Reference Deep Curve Estimation...
03/01/2021 ∙ by Chongyi Li, et al. ∙ 0 ∙ share

read it
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation

Recent methods for long-tailed instance segmentation still struggle on r...
02/25/2021 ∙ by Yuhang Zang, et al. ∙ 0 ∙ share

read it
DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results

This paper reports methods and results in the DeeperForensics Challenge ...
02/18/2021 ∙ by Liming Jiang, et al. ∙ 12 ∙ share

read it
Chasing the Tail in Monocular 3D Human Reconstruction with Prototype Memory

Deep neural networks have achieved great progress in single-image 3D hum...
12/29/2020 ∙ by Yu Rong, et al. ∙ 2 ∙ share

read it
Focal Frequency Loss for Generative Models

Despite the remarkable success of generative models in creating photorea...
12/23/2020 ∙ by Liming Jiang, et al. ∙ 23 ∙ share

read it
Multi-Modality Cut and Paste for 3D Object Detection

Three-dimensional (3D) object detection is essential in autonomous drivi...
12/23/2020 ∙ by Wenwei Zhang, et al. ∙ 0 ∙ share

read it
Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup

Knowledge distillation, which involves extracting the "dark knowledge" f...
12/17/2020 ∙ by Guodong Xu, et al. ∙ 0 ∙ share

read it
Positional Encoding as Spatial Inductive Bias in GANs

SinGAN shows impressive capability in learning internal patch distributi...
12/09/2020 ∙ by Rui Xu, et al. ∙ 0 ∙ share

read it
CARAFE++: Unified Content-Aware ReAssembly of FEatures

Feature reassembly, i.e. feature downsampling and upsampling, is a key o...
12/07/2020 ∙ by Jiaqi Wang, et al. ∙ 0 ∙ share

read it
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution

We show that pre-trained Generative Adversarial Networks (GANs), e.g., S...
12/01/2020 ∙ by Kelvin C. K. Chan, et al. ∙ 0 ∙ share

read it
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs

Natural images are projections of 3D objects on a 2D image plane. While ...
11/02/2020 ∙ by Xingang Pan, et al. ∙ 31 ∙ share

read it
Flexible Piecewise Curves Estimation for Photo Enhancement

This paper presents a new method, called FlexiCurve, for photo enhanceme...
10/26/2020 ∙ by Chongyi Li, et al. ∙ 0 ∙ share

read it
Texture Memory-Augmented Deep Patch-Based Image Inpainting

Patch-based methods and deep networks have been employed to tackle image...
09/28/2020 ∙ by Rui Xu, et al. ∙ 15 ∙ share

read it
Delving into Inter-Image Invariance for Unsupervised Visual Representations

Contrastive learning has recently shown immense potential in unsupervise...
08/26/2020 ∙ by Jiahao Xie, et al. ∙ 0 ∙ share

read it
Seesaw Loss for Long-Tailed Instance Segmentation

This report presents the approach used in the submission of the LVIS Cha...
08/23/2020 ∙ by Jiaqi Wang, et al. ∙ 4 ∙ share

read it
MessyTable: Instance Association in Multiple Camera Views

We present an interesting and challenging dataset that features a large ...
07/29/2020 ∙ by Zhongang Cai, et al. ∙ 10 ∙ share

read it
TSIT: A Simple and Versatile Framework for Image-to-Image Translation

We introduce a simple and versatile framework for image-to-image transla...
07/23/2020 ∙ by Liming Jiang, et al. ∙ 17 ∙ share

read it
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation

Deep learning approaches have achieved great success in addressing the p...
07/18/2020 ∙ by Tak-Wai Hui, et al. ∙ 9 ∙ share

read it
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection

We present an effective method to progressively integrate and refine the...
07/14/2020 ∙ by Chongyi Li, et al. ∙ 7 ∙ share

read it
Cross-Scale Internal Graph Neural Network for Image Super-Resolution

Non-local self-similarity in natural images has been well studied as an ...
06/30/2020 ∙ by Shangchen Zhou, et al. ∙ 5 ∙ share

read it
Online Deep Clustering for Unsupervised Representation Learning

Joint clustering and feature learning methods have shown remarkable perf...
06/18/2020 ∙ by Xiaohang Zhan, et al. ∙ 54 ∙ share

read it
Knowledge Distillation Meets Self-Supervision

Knowledge distillation, which involves extracting the "dark knowledge" f...
06/12/2020 ∙ by Guodong Xu, et al. ∙ 14 ∙ share

read it
Inter-Region Affinity Distillation for Road Marking Segmentation

We study the problem of distilling knowledge from a large deep teacher n...
04/11/2020 ∙ by Yuenan Hou, et al. ∙ 7 ∙ share

read it
Feature Pyramid Grids

Feature pyramid networks have been widely adopted in the object detectio...
04/07/2020 ∙ by Kai Chen, et al. ∙ 5 ∙ share

read it
Self-Supervised Scene De-occlusion

Natural scene understanding is a challenging task, particularly when enc...
04/06/2020 ∙ by Xiaohang Zhan, et al. ∙ 37 ∙ share

read it
Learning to Cluster Faces via Confidence and Connectivity Estimation

Face clustering is an essential tool for exploiting the unlabeled face d...
04/01/2020 ∙ by Lei Yang, et al. ∙ 25 ∙ share

read it
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting

We present a lightweight video motion retargeting approach TransMoMo tha...
03/31/2020 ∙ by Zhuoqian Yang, et al. ∙ 19 ∙ share

read it
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Learning a good image prior is a long-term goal for image restoration an...
03/30/2020 ∙ by Xingang Pan, et al. ∙ 0 ∙ share

read it
1st Place Solutions for OpenImage2019 – Object Detection and Instance Segmentation

This article introduces the solutions of the two champion teams, `MMfrui...
03/17/2020 ∙ by Yu Liu, et al. ∙ 7 ∙ share

read it
Residual Knowledge Distillation

Knowledge distillation (KD) is one of the most potent ways for model com...
02/21/2020 ∙ by Mengya Gao, et al. ∙ 34 ∙ share

read it
Real or Not Real, that is the Question

While generative adversarial networks (GAN) have been widely adopted in ...
02/12/2020 ∙ by Yuanbo Xiangli, et al. ∙ 15 ∙ share

read it
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

The paper presents a novel method, Zero-Reference Deep Curve Estimation ...
01/19/2020 ∙ by Chunle Guo, et al. ∙ 14 ∙ share

read it
Everybody's Talkin': Let Me Talk as You Want

We present a method to edit a target portrait footage by taking a sequen...
01/15/2020 ∙ by Linsen Song, et al. ∙ 28 ∙ share

read it
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

In this paper, we present our on-going effort of constructing a large-sc...
01/09/2020 ∙ by Liming Jiang, et al. ∙ 22 ∙ share

read it
EcoNAS: Finding Proxies for Economical Neural Architecture Search

Neural Architecture Search (NAS) achieves significant progress in many c...
01/05/2020 ∙ by Dongzhan Zhou, et al. ∙ 12 ∙ share

read it
Side-Aware Boundary Localization for More Precise Object Detection

Current object detection frameworks mainly rely on bounding box regressi...
12/09/2019 ∙ by Jiaqi Wang, et al. ∙ 20 ∙ share

read it
Learning to Synthesize Fashion Textures

Existing unconditional generative models mainly focus on modeling genera...
11/18/2019 ∙ by Wu Shi, et al. ∙ 12 ∙ share

read it

Chen Change Loy

Featured Co-authors