Chen Change Loy

research

∙ 06/22/2022

Towards Robust Blind Face Restoration with Codebook Lookup Transformer

Blind face restoration is a highly ill-posed problem that often requires...

Shangchen Zhou, et al. ∙

research

∙ 06/15/2022

Masked Frequency Modeling for Self-Supervised Visual Pre-Training

We present Masked Frequency Modeling (MFM), a unified frequency-domain-b...

Jiahao Xie, et al. ∙

research

∙ 06/05/2022

Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation

This article addresses the problem of distilling knowledge from a large ...

Yuenan Hou, et al. ∙

research

∙ 05/31/2022

Text2Human: Text-Driven Controllable Human Image Generation

Generating high-quality and diverse human images is an important yet cha...

Yuming Jiang, et al. ∙

research

∙ 05/12/2022

Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets

This paper performs comprehensive analysis on datasets for occlusion-awa...

Kenny T. R. Voo, et al. ∙

research

∙ 04/25/2022

StyleGAN-Human: A Data-Centric Odyssey of Human Generation

Unconditional human image generation is an important task in vision and ...

Jianglin Fu, et al. ∙

research

∙ 04/11/2022

On the Generalization of BasicVSR++ to Video Deblurring and Denoising

The exploitation of long-term information has been a long-standing probl...

Kelvin C. K. Chan, et al. ∙

research

∙ 04/10/2022

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation

This paper presents Video K-Net, a simple, strong, and unified framework...

Xiangtai Li, et al. ∙

research

∙ 04/07/2022

Unsupervised Image-to-Image Translation with Generative Prior

Unsupervised image-to-image translation aims to learn the translation be...

Shuai Yang, et al. ∙

research

∙ 03/31/2022

TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing

Recent advances like StyleGAN have promoted the growth of controllable f...

Yanbo Xu, et al. ∙

research

∙ 03/24/2022

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer

Recent studies on StyleGAN show high performance on artistic portrait ge...

Shuai Yang, et al. ∙

research

∙ 03/24/2022

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory

Driving 3D characters to dance following a piece of music is highly chal...

Li Siyao, et al. ∙

research

∙ 03/22/2022

Open-Vocabulary DETR with Conditional Matching

Open-vocabulary object detection, which is concerned with the problem of...

Yuhang Zang, et al. ∙

research

∙ 03/21/2022

Dense Siamese Network

This paper presents Dense Siamese Network (DenseSiam), a simple unsuperv...

Wenwei Zhang, et al. ∙

research

∙ 03/10/2022

Conditional Prompt Learning for Vision-Language Models

With the rise of powerful pre-trained vision-language models like CLIP, ...

Kaiyang Zhou, et al. ∙

research

∙ 02/07/2022

LEDNet: Joint Low-light Enhancement and Deblurring in the Dark

Night photography typically suffers from both low light and blurring iss...

Shangchen Zhou, et al. ∙

research

∙ 12/19/2021

MoCaNet: Motion Retargeting in-the-wild via Canonicalization Networks

We present a novel framework that brings the 3D motion retargeting task ...

Wentao Zhu, et al. ∙

research

∙ 12/02/2021

DenseCLIP: Extract Free Dense Labels from CLIP

Contrastive Language-Image Pre-training (CLIP) has made a remarkable bre...

Chong Zhou, et al. ∙

research

∙ 11/24/2021

Investigating Tradeoffs in Real-World Video Super-Resolution

The diversity and complexity of degradations in real-world video super-r...

Kelvin C. K. Chan, et al. ∙

research

∙ 11/12/2021

Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

Generative adversarial networks (GANs) typically require ample data for ...

Liming Jiang, et al. ∙

research

∙ 11/01/2021

Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements

3D interacting hand reconstruction is essential to facilitate human-mach...

Yu Rong, et al. ∙

research

∙ 10/29/2021

A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis

The advancement of generative radiance fields has pushed the boundary of...

Xingang Pan, et al. ∙

research

∙ 10/25/2021

STransGAN: An Empirical Study on Transformer in GANs

Transformer becomes prevalent in computer vision, especially for high-le...

Rui Xu, et al. ∙

research

∙ 10/18/2021

Self-Supervised Representation Learning: Introduction, Advances and Challenges

Self-supervised representation learning methods aim to provide powerful ...

Linus Ericsson, et al. ∙

research

∙ 10/09/2021

Temporally Consistent Video Colorization with Deep Feature Propagation and Self-regularization Learning

Video colorization is a challenging and highly ill-posed problem. Althou...

Yihao Liu, et al. ∙

research

∙ 09/09/2021

Talk-to-Edit: Fine-Grained Facial Editing via Dialog

Facial editing is an important task in vision and graphics with numerous...

Yuming Jiang, et al. ∙

research

∙ 09/06/2021

3D Human Texture Estimation from a Single Image with Transformers

We propose a Transformer-based framework for 3D human texture estimation...

Xiangyu Xu, et al. ∙

research

∙ 09/02/2021

Learning to Prompt for Vision-Language Models

Vision-language pre-training has recently emerged as a promising alterna...

Kaiyang Zhou, et al. ∙

research

∙ 06/28/2021

K-Net: Towards Unified Image Segmentation

Semantic, instance, and panoptic segmentations have been addressed using...

Wenwei Zhang, et al. ∙

research

∙ 06/22/2021

Unsupervised Object-Level Representation Learning from Scene Images

Contrastive self-supervised learning has largely narrowed the gap to sup...

Jiahao Xie, et al. ∙

research

∙ 06/03/2021

Robust Reference-based Super-Resolution via C2-Matching

Reference-based Super-Resolution (Ref-SR) has recently emerged as a prom...

Yuming Jiang, et al. ∙

research

∙ 06/01/2021

Semi-Supervised Domain Generalization with Stochastic StyleMatch

Most existing research on domain generalization assumes source data gath...

Kaiyang Zhou, et al. ∙

research

∙ 04/27/2021

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

A recurrent structure is a popular framework choice for the task of vide...

Kelvin C. K. Chan, et al. ∙

research

∙ 04/27/2021

Unsupervised 3D Shape Completion through GAN Inversion

Most 3D shape completion approaches rely heavily on partial-complete sha...

Junzhe Zhang, et al. ∙

research

∙ 04/22/2021

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

While accurate lip synchronization has been achieved for arbitrary-subje...

Hang Zhou, et al. ∙

research

∙ 04/21/2021

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

This paper reviews the first NTIRE challenge on quality enhancement of c...

Ren Yang, et al. ∙

research

∙ 04/21/2021

Lighting the Darkness in the Deep Learning Era

Low-light image enhancement (LLIE) aims at improving the perception or i...

Chongyi Li, et al. ∙

research

∙ 04/19/2021

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

Recent development of Under-Display Camera (UDC) systems provides a true...

Ruicheng Feng, et al. ∙

research

∙ 04/15/2021

Audio-Driven Emotional Video Portraits

Despite previous success in generating audio-driven talking heads, most ...

Xinya Ji, et al. ∙

research

∙ 04/07/2021

Everything's Talkin': Pareidolia Face Reenactment

We present a new application direction named Pareidolia Face Reenactment...

Linsen Song, et al. ∙

research

∙ 04/06/2021

Deep Animation Video Interpolation in the Wild

In the animation industry, cartoon videos are usually produced at low fr...

Li Siyao, et al. ∙

research

∙ 03/03/2021

Domain Generalization: A Survey

Generalization to out-of-distribution (OOD) data is a capability natural...

Kaiyang Zhou, et al. ∙

research

∙ 03/02/2021

Network Pruning via Resource Reallocation

Channel pruning is broadly recognized as an effective approach to obtain...

Yuenan Hou, et al. ∙

research

∙ 03/01/2021

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

This paper presents a novel method, Zero-Reference Deep Curve Estimation...

Chongyi Li, et al. ∙

research

∙ 02/25/2021

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

Recent methods for long-tailed instance segmentation still struggle on r...

Yuhang Zang, et al. ∙

research

∙ 02/18/2021

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

This paper reports methods and results in the DeeperForensics Challenge ...

Liming Jiang, et al. ∙

research

∙ 12/29/2020

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

Deep neural networks have achieved great progress in single-image 3D hum...

Yu Rong, et al. ∙

research

∙ 12/23/2020

Focal Frequency Loss for Generative Models

Despite the remarkable success of generative models in creating photorea...

Liming Jiang, et al. ∙

research

∙ 12/23/2020

Multi-Modality Cut and Paste for 3D Object Detection

Three-dimensional (3D) object detection is essential in autonomous drivi...

Wenwei Zhang, et al. ∙

research

∙ 12/17/2020

Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup

Knowledge distillation, which involves extracting the "dark knowledge" f...

Guodong Xu, et al. ∙

Chen Change Loy

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