Chen Change Loy

research

∙ 09/19/2023

PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance

Exploiting pre-trained diffusion models for restoration has recently bec...

0 Peiqing Yang, et al. ∙

research

∙ 09/19/2023

Interpret Vision Transformers as ConvNets with Dynamic Convolutions

There has been a debate about the superiority between vision Transformer...

0 Chong Zhou, et al. ∙

research

∙ 09/07/2023

ProPainter: Improving Propagation and Transformer for Video Inpainting

Flow-based propagation and spatiotemporal Transformer are two mainstream...

0 Shangchen Zhou, et al. ∙

research

∙ 08/31/2023

StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation

Unconditional video generation is a challenging task that involves synth...

0 Yuhan Wang, et al. ∙

research

∙ 08/31/2023

Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis

Existing automated dubbing methods are usually designed for Professional...

0 Linsen Song, et al. ∙

research

∙ 08/24/2023

Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation

Automatic high-quality rendering of anime scenes from complex real-world...

0 Yuxin Jiang, et al. ∙

research

∙ 07/23/2023

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting

Diffusion-based image super-resolution (SR) methods are mainly limited b...

0 Zongsheng Yue, et al. ∙

research

∙ 06/25/2023

Adaptive Window Pruning for Efficient Local Motion Deblurring

Local motion blur commonly occurs in real-world photography due to the m...

0 Haoying Li, et al. ∙

research

∙ 06/14/2023

Explore In-Context Learning for 3D Point Cloud Understanding

With the rise of large-scale models trained on broad data, in-context le...

0 Zhongbin Fang, et al. ∙

research

∙ 06/13/2023

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

Large text-to-image diffusion models have exhibited impressive proficien...

0 Shuai Yang, et al. ∙

research

∙ 06/07/2023

GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation

Recent advances in deep learning have witnessed many successful unsuperv...

0 Shuai Yang, et al. ∙

research

∙ 06/07/2023

Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond

Artificial lights commonly leave strong lens flare artifacts on the imag...

15 Yuekun Dai, et al. ∙

research

∙ 05/29/2023

Contextual Object Detection with Multimodal Large Language Models

Recent Multimodal Large Language Models (MLLMs) are remarkable in vision...

0 Yuhang Zang, et al. ∙

research

∙ 05/24/2023

Semi-Supervised and Long-Tailed Object Detection with CascadeMatch

This paper focuses on long-tailed object detection in the semi-supervise...

0 Yuhang Zang, et al. ∙

research

∙ 05/23/2023

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results

Developing and integrating advanced image sensors with novel algorithms ...

0 Yuekun Dai, et al. ∙

research

∙ 05/22/2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars

Synthesizing high-fidelity head avatars is a central problem for compute...

3 Dongwei Pan, et al. ∙

research

∙ 05/17/2023

Towards Multi-Layered 3D Garments Animation

Mimicking realistic dynamics in 3D garment animations is a challenging t...

3 Yidi Shao, et al. ∙

research

∙ 05/11/2023

Exploiting Diffusion Prior for Real-World Image Super-Resolution

We present a novel approach to leverage prior knowledge encapsulated in ...

0 Jianyi Wang, et al. ∙

research

∙ 04/20/2023

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results

Developing and integrating advanced image sensors with novel algorithms ...

1 Qianhui Sun, et al. ∙

research

∙ 04/20/2023

MIPI 2023 Challenge on RGBW Fusion: Methods and Results

Developing and integrating advanced image sensors with novel algorithms ...

1 Qianhui Sun, et al. ∙

research

∙ 04/19/2023

Transformer-Based Visual Segmentation: A Survey

Visual segmentation seeks to partition images, video frames, or point cl...

24 Xiangtai Li, et al. ∙

research

∙ 04/17/2023

Text2Performer: Text-Driven Human Video Generation

Text-driven content creation has evolved to be a transformative techniqu...

0 Yuming Jiang, et al. ∙

research

∙ 04/12/2023

Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera

Due to the difficulty in collecting large-scale and perfectly aligned pa...

4 Ruicheng Feng, et al. ∙

research

∙ 03/31/2023

Siamese DETR

Recent self-supervised methods are mainly designed for representation le...

3 Zeren Chen, et al. ∙

research

∙ 03/30/2023

Iterative Prompt Learning for Unsupervised Backlit Image Enhancement

We propose a novel unsupervised backlit image enhancement method, abbrev...

2 Zhexin Liang, et al. ∙

research

∙ 03/28/2023

SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis

Neural Radiance Field (NeRF) significantly degrades when only a limited ...

0 Guangcong Wang, et al. ∙

research

∙ 03/27/2023

Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior

Reflective flare is a phenomenon that occurs when light reflects inside ...

2 Yuekun Dai, et al. ∙

research

∙ 03/26/2023

Learning Generative Structure Prior for Blind Text Image Super-resolution

Blind text image super-resolution (SR) is challenging as one needs to co...

0 Xiaoming Li, et al. ∙

research

∙ 03/23/2023

Position-Guided Point Cloud Panoptic Segmentation Transformer

DEtection TRansformer (DETR) started a trend that uses a group of learna...

1 Zeqi Xiao, et al. ∙

research

∙ 03/23/2023

Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations

Digital human motion synthesis is a vibrant research field with applicat...

6 Quanzhou Li, et al. ∙

research

∙ 03/22/2023

Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation

The goal of video segmentation is to accurately segment and track every ...

12 Xiangtai Li, et al. ∙

research

∙ 03/22/2023

Correlational Image Modeling for Self-Supervised Visual Pre-Training

We introduce Correlational Image Modeling (CIM), a novel and surprisingl...

0 Wei Li, et al. ∙

research

∙ 03/10/2023

StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces

Recent advances in face manipulation using StyleGAN have produced impres...

0 Shuai Yang, et al. ∙

research

∙ 02/27/2023

Aligning Bag of Regions for Open-Vocabulary Object Detection

Pre-trained vision-language models (VLMs) learn to align vision and lang...

4 Size Wu, et al. ∙

research

∙ 02/23/2023

Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement

Ultra-High-Definition (UHD) photo has gradually become the standard conf...

6 Chongyi Li, et al. ∙

research

∙ 01/02/2023

Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation

In this work, we focus on instance-level open vocabulary segmentation, i...

0 Jianzong Wu, et al. ∙

research

∙ 12/19/2022

Reference-based Image and Video Super-Resolution via C2-Matching

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

0 Yuming Jiang, et al. ∙

research

∙ 12/13/2022

DifFace: Blind Face Restoration with Diffused Error Contraction

While deep learning-based methods for blind face restoration have achiev...

0 Zongsheng Yue, et al. ∙

research

∙ 12/12/2022

BeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer

In this work, we propose a Robust, Efficient, and Component-specific mak...

8 Qixin Yan, et al. ∙

research

∙ 11/10/2022

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies

Existing correspondence datasets for two-dimensional (2D) cartoon suffer...

0 Li Siyao, et al. ∙

research

∙ 10/13/2022

Unified Vision and Language Prompt Learning

Prompt tuning, a parameter- and data-efficient transfer learning paradig...

0 Yuhang Zang, et al. ∙

research

∙ 10/12/2022

Flare7K: A Phenomenological Nighttime Flare Removal Dataset

Artificial lights commonly leave strong lens flare artifacts on images c...

9 Yuekun Dai, et al. ∙

research

∙ 10/11/2022

Deep Fourier Up-Sampling

Existing convolutional neural networks widely adopt spatial down-/up-sam...

11 Man Zhou, et al. ∙

research

∙ 09/22/2022

VToonify: Controllable High-Resolution Portrait Video Style Transfer

Generating high-quality artistic portrait videos is an important and des...

12 Shuai Yang, et al. ∙

research

∙ 09/15/2022

On-Device Domain Generalization

We present a systematic study of domain generalization (DG) for tiny neu...

30 Kaiyang Zhou, et al. ∙

research

∙ 09/15/2022

MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report

Developing and integrating advanced image sensors with novel algorithms ...

1 Qingyu Yang, et al. ∙

research

∙ 09/15/2022

MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report

Developing and integrating advanced image sensors with novel algorithms ...

9 Qingyu Yang, et al. ∙

research

∙ 09/15/2022

MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report

Developing and integrating advanced image sensors with novel algorithms ...

4 Qingyu Yang, et al. ∙

research

∙ 09/15/2022

MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report

Developing and integrating advanced image sensors with novel algorithms ...

4 Wenxiu Sun, et al. ∙

research

∙ 09/15/2022

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results

Developing and integrating advanced image sensors with novel algorithms ...

9 Ruicheng Feng, et al. ∙

Chen Change Loy

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