Chen Change Loy

Orcid: 0000-0001-5345-1591

Affiliations:
  • Nanyang Technological University, Singapore


According to our database1, Chen Change Loy authored at least 374 papers between 2006 and 2025.

Collaborative distances:

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Bibliography

2025
Efficient Diffusion Model for Image Restoration by Residual Shifting.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2025

2024
DifFace: Blind Face Restoration With Diffused Error Contraction.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Transformer-Based Visual Segmentation: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Playing for 3D Human Recovery.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024

Exploiting Diffusion Prior for Real-World Image Super-Resolution.
Int. J. Comput. Vis., December, 2024

Flare7K++: Mixing Synthetic and Real Datasets for Nighttime Flare Removal and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., November, 2024

PERF: Panoramic Neural Radiance Field From a Single Panorama.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

Talk-to-Edit: Fine-Grained 2D and 3D Facial Editing via Dialog.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Temporally consistent video colorization with deep feature propagation and self-regularization learning.
Comput. Vis. Media, April, 2024

Network pruning via resource reallocation.
Pattern Recognit., January, 2024

Correspondence Distillation from NeRF-Based GAN.
Int. J. Comput. Vis., 2024

Paint Bucket Colorization Using Anime Character Color Design Sheets.
CoRR, 2024

Generalizable Implicit Motion Modeling for Video Frame Interpolation.
CoRR, 2024

OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding.
CoRR, 2024

Mamba or RWKV: Exploring High-Quality and High-Efficiency Segment Anything Model.
CoRR, 2024

Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration.
CoRR, 2024

AITTI: Learning Adaptive Inclusive Token for Text-to-Image Generation.
CoRR, 2024

F-LMM: Grounding Frozen Large Multimodal Models.
CoRR, 2024

MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results.
CoRR, 2024

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results.
CoRR, 2024

Point-In-Context: Understanding Point Cloud via In-Context Learning.
CoRR, 2024

MOWA: Multiple-in-One Image Warping Model.
CoRR, 2024

Explore In-Context Segmentation via Latent Diffusion Models.
CoRR, 2024

Rethinking CLIP-based Video Learners in Cross-Domain Open-Vocabulary Action Recognition.
CoRR, 2024

Control Color: Multimodal Diffusion-based Interactive Image Colorization.
CoRR, 2024

OMG-Seg: Is One Model Good Enough For All Segmentation?
CoRR, 2024

Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Adaptive Window Pruning for Efficient Local Motion Deblurring.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Open-Vocabulary SAM: Segment and Recognize Twenty-Thousand Classes Interactively.
Proceedings of the Computer Vision - ECCV 2024, 2024

Eliminating Feature Ambiguity for Few-Shot Segmentation.
Proceedings of the Computer Vision - ECCV 2024, 2024

LOC3DIFF: Local Diffusion for 3D Human Head Synthesis and Editing.
Proceedings of the Computer Vision - ECCV 2024, 2024

LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation.
Proceedings of the Computer Vision - ECCV 2024, 2024

GroupDiff: Diffusion-Based Group Portrait Editing.
Proceedings of the Computer Vision - ECCV 2024, 2024

Kalman-Inspired Feature Propagation for Video Face Super-Resolution.
Proceedings of the Computer Vision - ECCV 2024, 2024

Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Fresco: Spatial-Temporal Correspondence for Zero-Shot Video Translation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Language-Driven Video Inpainting via Multimodal Large Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024


OMG-Seg: Is One Model Good Enough for all Segmentation?
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Learning Inclusion Matching for Animation Paint Bucket Colorization.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MIPI 2024 Challenge on Nighttime Flare Removal: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

MVIP-NeRF: Multi-View 3D Inpainting on NeRF Scenes via Diffusion Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Digital Life Project: Autonomous 3D Characters with Social Intelligence.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024


VideoBooth: Diffusion-based Video Generation with Image Prompts.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

When StyleGAN Meets Stable Diffusion: a $\mathcal{W}_{+}$ Adapter for Personalized Image Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

CLIM: Contrastive Language-Image Mosaic for Region Representation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Bailando++: 3D Dance GPT With Choreographic Memory.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Semi-Supervised Domain Generalization with Stochastic StyleMatch.
Int. J. Comput. Vis., September, 2023

Reference-Based Image and Video Super-Resolution via $C^{2}$-Matching.
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023

Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup.
Pattern Recognit., June, 2023

Domain Generalization: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Semi-Supervised and Long-Tailed Object Detection with CascadeMatch.
Int. J. Comput. Vis., April, 2023

Audio-Driven Dubbing for User Generated Contents via Style-Aware Semi-Parametric Synthesis.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

GLEAN: Generative Latent Bank for Image Super-Resolution and Beyond.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

EdgeSAM: Prompt-In-the-Loop Distillation for On-Device Deployment of SAM.
CoRR, 2023

Gaussian3Diff: 3D Gaussian Diffusion for 3D Full Head Synthesis and Editing.
CoRR, 2023

When StyleGAN Meets Stable Diffusion: a W<sub>+</sub> Adapter for Personalized Image Generation.
CoRR, 2023

DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection.
CoRR, 2023

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation.
CoRR, 2023

LAVIE: High-Quality Video Generation with Cascaded Latent Diffusion Models.
CoRR, 2023

MosaicFusion: Diffusion Models as Data Augmenters for Large Vocabulary Instance Segmentation.
CoRR, 2023

Interpret Vision Transformers as ConvNets with Dynamic Convolutions.
CoRR, 2023

DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields.
CoRR, 2023

PointHPS: Cascaded 3D Human Pose and Shape Estimation from Point Clouds.
CoRR, 2023

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering.
CoRR, 2023

Contextual Object Detection with Multimodal Large Language Models.
CoRR, 2023

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results.
CoRR, 2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars.
CoRR, 2023

MIPI 2023 Challenge on RGBW Remosaic: Methods and Results.
CoRR, 2023

MIPI 2023 Challenge on RGBW Fusion: Methods and Results.
CoRR, 2023

Position-Guided Point Cloud Panoptic Segmentation Transformer.
CoRR, 2023

Tube-Link: A Flexible Cross Tube Baseline for Universal Video Segmentation.
CoRR, 2023

Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation.
Proceedings of the SIGGRAPH Asia 2023 Conference Papers, 2023

Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Explore In-Context Learning for 3D Point Cloud Understanding.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Masked Frequency Modeling for Self-Supervised Visual Pre-Training.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

ProPainter: Improving Propagation and Transformer for Video Inpainting.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Deep Geometrized Cartoon Line Inbetweening.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Multi-Layered 3D Garments Animation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Iterative Prompt Learning for Unsupervised Backlit Image Enhancement.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Text2Performer: Text-Driven Human Video Generation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

MIPI 2023 Challenge on RGB+ToF Depth Completion: Methods and Results.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CelebV-Text: A Large-Scale Facial Text-Video Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Panoptic Video Scene Graph Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

BeautyREC: Robust, Efficient, and Component-Specific Makeup Transfer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Aligning Bag of Regions for Open-Vocabulary Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023



FlexiCurve: Flexible Piecewise Curves Estimation for Photo Retouching.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Correlational Image Modeling for Self-Supervised Visual Pre-Training.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Generating Aligned Pseudo-Supervision from Non-Aligned Data for Image Restoration in Under-Display Camera.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023


Siamese DETR.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning Generative Structure Prior for Blind Text Image Super-resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Video Infilling with Rich Motion Prior.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

Exploring CLIP for Assessing the Look and Feel of Images.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer.
ACM Trans. Graph., 2022

Text2Human: text-driven controllable human image generation.
ACM Trans. Graph., 2022

Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory.
IEEE Trans. Image Process., 2022

Everybody's Talkin': Let Me Talk as You Want.
IEEE Trans. Inf. Forensics Secur., 2022

Self-Supervised Representation Learning: Introduction, advances, and challenges.
IEEE Signal Process. Mag., 2022

Path-Restore: Learning Network Path Selection for Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

CARAFE++: Unified Content-Aware ReAssembly of FEatures.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning to Enhance Low-Light Image via Zero-Reference Deep Curve Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Low-Light Image and Video Enhancement Using Deep Learning: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Learning to Prompt for Vision-Language Models.
Int. J. Comput. Vis., 2022

Delving into Inter-Image Invariance for Unsupervised Visual Representations.
Int. J. Comput. Vis., 2022

Reference-based Image and Video Super-Resolution via C2-Matching.
CoRR, 2022

BeautyREC: Robust, Efficient, and Content-preserving Makeup Transfer.
CoRR, 2022

Unified Vision and Language Prompt Learning.
CoRR, 2022

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

MIPI 2022 Challenge on RGBW Sensor Fusion: Dataset and Report.
CoRR, 2022

On-Device Domain Generalization.
CoRR, 2022

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

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

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

CuDi: Curve Distillation for Efficient and Controllable Exposure Adjustment.
CoRR, 2022

On the Generalization of BasicVSR++ to Video Deblurring and Denoising.
CoRR, 2022

Dense Siamese Network.
CoRR, 2022

Deep Fourier Up-Sampling.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Robust Blind Face Restoration with Codebook Lookup Transformer.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Flare7K: A Phenomenological Nighttime Flare Removal Dataset.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CelebV-HQ: A Large-Scale Video Facial Attributes Dataset.
Proceedings of the Computer Vision - ECCV 2022, 2022

LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark.
Proceedings of the Computer Vision - ECCV 2022, 2022

Extract Free Dense Labels from CLIP.
Proceedings of the Computer Vision - ECCV 2022, 2022

Monocular 3D Object Reconstruction with GAN Inversion.
Proceedings of the Computer Vision - ECCV 2022, 2022

Dense Siamese Network for Dense Unsupervised Learning.
Proceedings of the Computer Vision - ECCV 2022, 2022

Open-Vocabulary DETR with Conditional Matching.
Proceedings of the Computer Vision - ECCV 2022, 2022



MIPI 2022 Challenge on RGBW Sensor Re-mosaic: Dataset and Report.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

Mind the Gap in Distilling StyleGANs.
Proceedings of the Computer Vision - ECCV 2022, 2022

StyleLight: HDR Panorama Generation for Lighting Estimation and Editing.
Proceedings of the Computer Vision - ECCV 2022, 2022


Transformer with Implicit Edges for Particle-Based Physics Simulation.
Proceedings of the Computer Vision - ECCV 2022, 2022

BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis.
Proceedings of the Computer Vision - ECCV 2022, 2022

StyleGAN-Human: A Data-Centric Odyssey of Human Generation.
Proceedings of the Computer Vision - ECCV 2022, 2022


HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling.
Proceedings of the Computer Vision - ECCV 2022, 2022

Conditional Prompt Learning for Vision-Language Models.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Unsupervised Image-to-Image Translation with Generative Prior.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Delving into High-Quality Synthetic Face Occlusion Segmentation Datasets.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

Bailando: 3D Dance Generation by Actor-Critic GPT with Choreographic Memory.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Investigating Tradeoffs in Real-World Video Super-Resolution.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Talking Faces: Audio-to-Video Face Generation.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

DeepFakes Detection: the DeeperForensicsDeeperForensics Dataset and Challenge.
Proceedings of the Handbook of Digital Face Manipulation and Detection, 2022

2021
Texture Memory-Augmented Deep Patch-Based Image Inpainting.
IEEE Trans. Image Process., 2021

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

DenseCLIP: Extract Free Dense Labels from CLIP.
CoRR, 2021

STransGAN: An Empirical Study on Transformer in GANs.
CoRR, 2021

Playing for 3D Human Recovery.
CoRR, 2021

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

Lighting the Darkness in the Deep Learning Era.
CoRR, 2021

Everything's Talkin': Pareidolia Face Reenactment.
CoRR, 2021

DeeperForensics Challenge 2020 on Real-World Face Forgery Detection: Methods and Results.
CoRR, 2021

K-Net: Towards Unified Image Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Unsupervised Object-Level Representation Learning from Scene Images.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Retrospective Class Incremental Learning.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs.
Proceedings of the 9th International Conference on Learning Representations, 2021

FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

ReconfigISP: Reconfigurable Camera Image Processing Pipeline.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

3D Human Texture Estimation from a Single Image with Transformers.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Focal Frequency Loss for Image Reconstruction and Synthesis.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Talk-to-Edit: Fine-Grained Facial Editing via Dialog.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Unsupervised 3D Shape Completion Through GAN Inversion.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Positional Encoding As Spatial Inductive Bias in GANs.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Seesaw Loss for Long-Tailed Instance Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Pareidolia Face Reenactment.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep Animation Video Interpolation in the Wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Audio-Driven Emotional Video Portraits.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Robust Reference-Based Super-Resolution via C2-Matching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Understanding Deformable Alignment in Video Super-Resolution.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Monocular 3D Reconstruction of Interacting Hands via Collision-Aware Factorized Refinements.
Proceedings of the International Conference on 3D Vision, 2021

2020
Deep Imbalanced Learning for Face Recognition and Attribute Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., 2020

High-Quality Video Generation from Static Structural Annotations.
Int. J. Comput. Vis., 2020

Focal Frequency Loss for Generative Models.
CoRR, 2020

Multi-Modality Cut and Paste for 3D Object Detection.
CoRR, 2020

Flexible Piecewise Curves Estimation for Photo Enhancement.
CoRR, 2020

Feature Pyramid Grids.
CoRR, 2020

1st Place Solutions for OpenImage2019 - Object Detection and Instance Segmentation.
CoRR, 2020

Residual Knowledge Distillation.
CoRR, 2020

Cross-Scale Internal Graph Neural Network for Image Super-Resolution.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Real or Not Real, that is the Question.
Proceedings of the 8th International Conference on Learning Representations, 2020

Knowledge Distillation Meets Self-supervision.
Proceedings of the Computer Vision - ECCV 2020, 2020

Side-Aware Boundary Localization for More Precise Object Detection.
Proceedings of the Computer Vision - ECCV 2020, 2020

MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation.
Proceedings of the Computer Vision - ECCV 2020, 2020

RGB-D Salient Object Detection with Cross-Modality Modulation and Selection.
Proceedings of the Computer Vision - ECCV 2020, 2020

TSIT: A Simple and Versatile Framework for Image-to-Image Translation.
Proceedings of the Computer Vision - ECCV 2020, 2020

LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation.
Proceedings of the Computer Vision - ECCV 2020, 2020

MessyTable: Instance Association in Multiple Camera Views.
Proceedings of the Computer Vision - ECCV 2020, 2020

EcoNAS: Finding Proxies for Economical Neural Architecture Search.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Online Deep Clustering for Unsupervised Representation Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Self-Supervised Scene De-Occlusion.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning to Cluster Faces via Confidence and Connectivity Estimation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Inter-Region Affinity Distillation for Road Marking Segmentation.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Prime Sample Attention in Object Detection.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Editorial: Special Issue on Deep Learning for Face Analysis.
Int. J. Comput. Vis., 2019

Learning to Synthesize Fashion Textures.
CoRR, 2019

MMDetection: Open MMLab Detection Toolbox and Benchmark.
CoRR, 2019

Unsupervised Bi-directional Flow-based Video Generation from one Snapshot.
CoRR, 2019

WIDER Face and Pedestrian Challenge 2018: Methods and Results.
CoRR, 2019

Disentangling Content and Style via Unsupervised Geometry Distillation.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019

Robust Multi-Modality Multi-Object Tracking.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

CARAFE: Content-Aware ReAssembly of FEatures.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Lightweight Lane Detection CNNs by Self Attention Distillation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Self-Supervised Learning via Conditional Motion Propagation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Cluster Faces on an Affinity Graph.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Flow-Guided Video Inpainting.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Deep Network Interpolation for Continuous Imagery Effect Transition.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Region Proposal by Guided Anchoring.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

EDVR: Video Restoration With Enhanced Deformable Convolutional Networks.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019



Dense Intrinsic Appearance Flow for Human Pose Transfer.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning a Unified Classifier Incrementally via Rebalancing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Hybrid Task Cascade for Instance Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

One-shot Face Reenactment.
Proceedings of the 30th British Machine Vision Conference 2019, 2019

Instance-Level Facial Attributes Transfer with Geometry-Aware Flow.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Discriminative Sparse Neighbor Approximation for Imbalanced Learning.
IEEE Trans. Neural Networks Learn. Syst., 2018

Robust and Fast Decoding of High-Capacity Color QR Codes for Mobile Applications.
IEEE Trans. Image Process., 2018

Faceness-Net: Face Detection through Deep Facial Part Responses.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Deep Learning Markov Random Field for Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

From Facial Expression Recognition to Interpersonal Relation Prediction.
Int. J. Comput. Vis., 2018

Feature Matters: A Stage-by-Stage Approach for Knowledge Transfer.
CoRR, 2018

Improving On-policy Learning with Statistical Reward Accumulation.
CoRR, 2018

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.
CoRR, 2018

Non-Local Recurrent Network for Image Restoration.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Aesthetic-Driven Image Enhancement by Adversarial Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Fusing Object Context to Detect Functional Area for Cognitive Robots.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

PSANet: Point-wise Spatial Attention Network for Scene Parsing.
Proceedings of the Computer Vision - ECCV 2018, 2018

Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition.
Proceedings of the Computer Vision - ECCV 2018, 2018

ReenactGAN: Learning to Reenact Faces via Boundary Transfer.
Proceedings of the Computer Vision - ECCV 2018, 2018

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

The Devil of Face Recognition Is in the Noise.
Proceedings of the Computer Vision - ECCV 2018, 2018

Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Lifelong Learning via Progressive Distillation and Retrospection.
Proceedings of the Computer Vision - ECCV 2018, 2018

Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Optimizing Video Object Detection via a Scale-Time Lattice.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Mix-and-Match Tuning for Self-Supervised Semantic Segmentation.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Merge or Not? Learning to Group Faces via Imitation Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning Scene-Independent Group Descriptors for Crowd Understanding.
IEEE Trans. Circuits Syst. Video Technol., 2017

Crowded Scene Understanding by Deeply Learned Volumetric Slices.
IEEE Trans. Circuits Syst. Video Technol., 2017

Image Aesthetic Assessment: An experimental survey.
IEEE Signal Process. Mag., 2017

DeepID-Net: Object Detection with Deformable Part Based Convolutional Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Development of fine-grained pill identification algorithm using deep convolutional network.
J. Biomed. Informatics, 2017

Image and Video Understanding in Big Data.
Comput. Vis. Image Underst., 2017

Video Object Segmentation with Re-identification.
CoRR, 2017

Face Detection through Scale-Friendly Deep Convolutional Networks.
CoRR, 2017

Be Your Own Prada: Fashion Synthesis with Structural Coherence.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning to Disambiguate by Asking Discriminative Questions.
Proceedings of the IEEE International Conference on Computer Vision, 2017

PolyNet: A Pursuit of Structural Diversity in Very Deep Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017


Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Discover and Learn New Objects from Documentaries.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Quantifying Facial Age by Posterior of Age Comparisons.
Proceedings of the British Machine Vision Conference 2017, 2017

Deep Learning for Scene-Independent Crowd Analysis.
Proceedings of the Group and Crowd Behavior for Computer Vision, 1st Edition, 2017

2016
Constrained Clustering With Imperfect Oracles.
IEEE Trans. Neural Networks Learn. Syst., 2016

Learning Deep Representation for Face Alignment with Auxiliary Attributes.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Image Super-Resolution Using Deep Convolutional Networks.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A survey on heterogeneous face recognition: Sketch, infra-red, 3D and low-resolution.
Image Vis. Comput., 2016

Learning from Multiple Sources for Video Summarisation.
Int. J. Comput. Vis., 2016

Deep Convolution Networks for Compression Artifacts Reduction.
CoRR, 2016

Local Similarity-Aware Deep Feature Embedding.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Towards robust color recovery for high-capacity color QR codes.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Deep Cascaded Bi-Network for Face Hallucination.
Proceedings of the Computer Vision - ECCV 2016, 2016

Joint Face Representation Adaptation and Clustering in Videos.
Proceedings of the Computer Vision - ECCV 2016, 2016

Deep Specialized Network for Illuminant Estimation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Human Attribute Recognition by Deep Hierarchical Contexts.
Proceedings of the Computer Vision - ECCV 2016, 2016

Depth Map Super-Resolution by Deep Multi-Scale Guidance.
Proceedings of the Computer Vision - ECCV 2016, 2016

Accelerating the Super-Resolution Convolutional Neural Network.
Proceedings of the Computer Vision - ECCV 2016, 2016

Unconstrained Face Alignment via Cascaded Compositional Learning.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Sketch Me That Shoe.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

WIDER FACE: A Face Detection Benchmark.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Slicing Convolutional Neural Network for Crowd Video Understanding.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Unsupervised Learning of Discriminative Attributes and Visual Representations.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Deep Representation for Imbalanced Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Pedestrian Color Naming via Convolutional Neural Network.
Proceedings of the Computer Vision - ACCV 2016, 2016

Reading Scene Text in Deep Convolutional Sequences.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Towards Arbitrary-View Face Alignment by Recommendation Trees.
CoRR, 2015

Multi-Source Video Summarisation.
CoRR, 2015

An Empirical Study of Recent Face Alignment Methods.
CoRR, 2015

Boosting Optical Character Recognition: A Super-Resolution Approach.
CoRR, 2015

Learning to Recognize Pedestrian Attribute.
CoRR, 2015

Learning Social Relation Traits from Face Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

From Facial Parts Responses to Face Detection: A Deep Learning Approach.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Semantic Image Segmentation via Deep Parsing Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Compression Artifacts Reduction by a Deep Convolutional Network.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Face alignment by coarse-to-fine shape searching.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

A large-scale car dataset for fine-grained categorization and verification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deeply learned attributes for crowded scene understanding.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

DeepID-Net: Deformable deep convolutional neural networks for object detection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Deep Representation Learning with Target Coding.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Evaluating Feature Importance for Re-identification.
Proceedings of the Person Re-Identification, 2014

The Re-identification Challenge.
Proceedings of the Person Re-Identification, 2014

On-the-fly feature importance mining for person re-identification.
Pattern Recognit., 2014

Transferring Landmark Annotations for Cross-Dataset Face Alignment.
CoRR, 2014

Learning and Transferring Multi-task Deep Representation for Face Alignment.
CoRR, 2014

DeepID-Net: multi-stage and deformable deep convolutional neural networks for object detection.
CoRR, 2014

Pedestrian Attribute Recognition At Far Distance.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Crowd Saliency Detection via Global Similarity Structure.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Facial Landmark Detection by Deep Multi-task Learning.
Proceedings of the Computer Vision - ECCV 2014, 2014

Learning a Deep Convolutional Network for Image Super-Resolution.
Proceedings of the Computer Vision - ECCV 2014, 2014

Constructing Robust Affinity Graphs for Spectral Clustering.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Scene-Independent Group Profiling in Crowd.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Person re-identification by manifold ranking.
Proceedings of the IEEE International Conference on Image Processing, 2013

Constrained Clustering: Effective Constraint Propagation with Imperfect Oracles.
Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Video Synopsis by Heterogeneous Multi-source Correlation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

From Semi-supervised to Transfer Counting of Crowds.
Proceedings of the IEEE International Conference on Computer Vision, 2013

POP: Person Re-identification Post-rank Optimisation.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Cumulative Attribute Space for Age and Crowd Density Estimation.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Crowd Counting and Profiling: Methodology and Evaluation.
Proceedings of the Modeling, Simulation and Visual Analysis of Crowds, 2013

2012
Incremental Activity Modeling in Multiple Disjoint Cameras.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Salient motion detection in crowded scenes.
Proceedings of the 5th International Symposium on Communications, 2012

Person Re-identification: What Features Are Important?
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

Stream-based joint exploration-exploitation active learning.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Comparing Visual Feature Coding for Learning Disjoint Camera Dependencies.
Proceedings of the British Machine Vision Conference, 2012

Feature Mining for Localised Crowd Counting.
Proceedings of the British Machine Vision Conference, 2012

2011
Detecting and discriminating behavioural anomalies.
Pattern Recognit., 2011

Security and Surveillance.
Proceedings of the Visual Analysis of Humans - Looking at People., 2011

2010
Activity understanding and unusual event detection in surveillance videos.
PhD thesis, 2010

Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding.
Int. J. Comput. Vis., 2010

Stream-Based Active Unusual Event Detection.
Proceedings of the Computer Vision - ACCV 2010, 2010

2009
Modelling activity global temporal dependencies using Time Delayed Probabilistic Graphical Model.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Multi-camera activity correlation analysis.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

Modelling Multi-object Activity by Gaussian Processes.
Proceedings of the British Machine Vision Conference, 2009

2008
Robust modular ARTMAP for multi-class shape recognition.
Proceedings of the International Joint Conference on Neural Networks, 2008

2007
Keystroke Patterns Classification Using the ARTMAP-FD Neural Network.
Proceedings of the 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2007), 2007

Use of Circle-Segments as a Data Visualization Technique for Feature Selection in Pattern Classification.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006
Dimensionality Reduction of Protein Mass Spectrometry Data Using Random Projection.
Proceedings of the Neural Information Processing, 13th International Conference, 2006


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