← Authors

Chen Change Loy

184 papers · 2013–2025 · 7 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (7) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (142) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (10) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (20) πŸ‘₯ Mega-Team (23) 🀝 Dynamic Duo (43) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (30) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter ⚑ Prolific Year (15) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13) ❓ The Questioner (2) πŸ’Ž Century Club (184) πŸ—ƒοΈ Keyword Collector (656)

Conferences

CVPR (80) ICCV (34) ECCV (32) NIPS (20) ICLR (9) AAAI (8) WACV (1)

Top co-authors

Ziwei Liu (43) Dahua Lin (23) Bo Dai (22) Shangchen Zhou (20) Wayne Wu (19) Kai Chen (15) Chongyi Li (15) Liming Jiang (14) Wenwei Zhang (14) Shuai Yang (13)

Research topics

Representation (1)

Keywords

image restoration (19) object detection (14) semantic segmentation (14) convolutional neural network (11) diffusion model (11) image generation (10) generative adversarial network (9) unsupervised learning (9) instance segmentation (9) optical flow (8) image super-resolution (7) neural network (7) style transfer (6) image segmentation (6) latent space (6) self-supervised learning (5) knowledge distillation (5) computer vision (5) multimodal learning (5) video super-resolution (5)

Papers

Arbitrary-steps Image Super-resolution via Diffusion Inversion CVPR 2025
EdgeTAM: On-Device Track Anything Model CVPR 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration ICLR 2025
GaussianAnything: Interactive Point Cloud Flow Matching for 3D Generation ICLR 2025
MatAnyone: Stable Video Matting with Consistent Memory Propagation CVPR 2025
Explore In-Context Segmentation via Latent Diffusion Models AAAI 2025
SeedVR: Seeding Infinity in Diffusion Transformer Towards Generic Video Restoration CVPR 2025
MEAT: Multiview Diffusion Model for Human Generation on Megapixels with Mesh Attention CVPR 2025
Harmonizing Visual Representations for Unified Multimodal Understanding and Generation ICCV 2025
GausSim: Foreseeing Reality by Gaussian Simulator for Elastic Objects ICCV 2025
Trans-Adapter: A Plug-and-Play Framework for Transparent Image Inpainting ICCV 2025
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis ICCV 2025
SA-LUT: Spatial Adaptive 4D Look-Up Table for Photorealistic Style Transfer ICCV 2025
3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement CVPR 2025
DoF-Gaussian: Controllable Depth-of-Field for 3D Gaussian Splatting CVPR 2025
F-LMM: Grounding Frozen Large Multimodal Models CVPR 2025
Eliminating Feature Ambiguity for Few-Shot Segmentation ECCV 2024
Learning Inclusion Matching for Animation Paint Bucket Colorization CVPR 2024
PaintHuman: Towards High-Fidelity Text-to-3D Human Texturing via Denoised Score Distillation AAAI 2024
OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding NIPS 2024
CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction ICLR 2024
Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment ICLR 2024
Task-Oriented Human-Object Interactions Generation With Implicit Neural Representations WACV 2024
OMG-Seg: Is One Model Good Enough For All Segmentation? CVPR 2024
Adaptive Window Pruning for Efficient Local Motion Deblurring ICLR 2024
CLIM: Contrastive Language-Image Mosaic for Region Representation AAAI 2024
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior CVPR 2024
VideoBooth: Diffusion-based Video Generation with Image Prompts CVPR 2024
Towards Language-Driven Video Inpainting via Multimodal Large Language Models CVPR 2024
Digital Life Project: Autonomous 3D Characters with Social Intelligence CVPR 2024
FRESCO: Spatial-Temporal Correspondence for Zero-Shot Video Translation CVPR 2024
When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation CVPR 2024
Upscale-A-Video: Temporal-Consistent Diffusion Model for Real-World Video Super-Resolution CVPR 2024
Learning 3D Garment Animation from Trajectories of A Piece of Cloth NIPS 2024
Generalizable Implicit Motion Modeling for Video Frame Interpolation NIPS 2024
Loc3Diff: Local Diffusion for 3D Human Head Synthesis and Editing ECCV 2024
Open-Vocabulary SAM: Segment and Recognize Twenty-thousand Classes Interactively ECCV 2024
GroupDiff: Diffusion-based Group Portrait Editing ECCV 2024
Kalman-Inspired Feature Propagation for Video Face Super-Resolution ECCV 2024
LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation ECCV 2024
Siamese DETR CVPR 2023
Explore In-Context Learning for 3D Point Cloud Understanding NIPS 2023
Exploring CLIP for Assessing the Look and Feel of Images AAAI 2023
Embedding Fourier for Ultra-High-Definition Low-Light Image Enhancement ICLR 2023
Masked Frequency Modeling for Self-Supervised Visual Pre-Training ICLR 2023
StyleInV: A Temporal Style Modulated Inversion Network for Unconditional Video Generation ICCV 2023
Text2Performer: Text-Driven Human Video Generation ICCV 2023
Towards Multi-Layered 3D Garments Animation ICCV 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces ICCV 2023
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation ICCV 2023
Tube-Link: A Flexible Cross Tube Framework for Universal Video Segmentation ICCV 2023
DeformToon3D: Deformable Neural Radiance Fields for 3D Toonification ICCV 2023
Iterative Prompt Learning for Unsupervised Backlit Image Enhancement ICCV 2023
ProPainter: Improving Propagation and Transformer for Video Inpainting ICCV 2023
SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis ICCV 2023
DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-Centric Rendering ICCV 2023
Scenimefy: Learning to Craft Anime Scene via Semi-Supervised Image-to-Image Translation ICCV 2023
MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions ICCV 2023
Deep Geometrized Cartoon Line Inbetweening ICCV 2023
RenderMe-360: A Large Digital Asset Library and Benchmarks Towards High-fidelity Head Avatars NIPS 2023
SMPLer-X: Scaling Up Expressive Human Pose and Shape Estimation NIPS 2023
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting NIPS 2023
Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field NIPS 2023
PGDiff: Guiding Diffusion Models for Versatile Face Restoration via Partial Guidance NIPS 2023
Aligning Bag of Regions for Open-Vocabulary Object Detection CVPR 2023
Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior CVPR 2023
CelebV-Text: A Large-Scale Facial Text-Video Dataset CVPR 2023
Correlational Image Modeling for Self-Supervised Visual Pre-Training CVPR 2023
Panoptic Video Scene Graph Generation CVPR 2023
Learning Generative Structure Prior for Blind Text Image Super-Resolution CVPR 2023
Generating Aligned Pseudo-Supervision From Non-Aligned Data for Image Restoration in Under-Display Camera CVPR 2023
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion CVPR 2023
BRACE: The Breakdancing Competition Dataset for Dance Motion Synthesis ECCV 2022
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer CVPR 2022
Video K-Net: A Simple, Strong, and Unified Baseline for Video Segmentation CVPR 2022
Bailando: 3D Dance Generation by Actor-Critic GPT With Choreographic Memory CVPR 2022
BasicVSR++: Improving Video Super-Resolution With Enhanced Propagation and Alignment CVPR 2022
Point-to-Voxel Knowledge Distillation for LiDAR Semantic Segmentation CVPR 2022
Conditional Prompt Learning for Vision-Language Models CVPR 2022
Investigating Tradeoffs in Real-World Video Super-Resolution CVPR 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022
Unsupervised Image-to-Image Translation With Generative Prior CVPR 2022
Open-Vocabulary DETR with Conditional Matching ECCV 2022
MoCaNet: Motion Retargeting In-the-Wild via Canonicalization Networks AAAI 2022
Monocular 3D Object Reconstruction with GAN Inversion ECCV 2022
Extract Free Dense Labels from CLIP ECCV 2022
Transformer with Implicit Edges for Particle-Based Physics Simulation ECCV 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation ECCV 2022
Dense Siamese Network for Dense Unsupervised Learning ECCV 2022
Flare7K: A Phenomenological Nighttime Flare Removal Dataset NIPS 2022
AnimeRun: 2D Animation Visual Correspondence from Open Source 3D Movies NIPS 2022
Deep Fourier Up-Sampling NIPS 2022
Towards Robust Blind Face Restoration with Codebook Lookup Transformer NIPS 2022
Mind the Gap in Distilling StyleGANs ECCV 2022
LEDNet: Joint Low-Light Enhancement and Deblurring in the Dark ECCV 2022
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing ECCV 2022
HuMMan: Multi-modal 4D Human Dataset for Versatile Sensing and Modeling ECCV 2022
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset ECCV 2022
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation CVPR 2021
K-Net: Towards Unified Image Segmentation NIPS 2021
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis NIPS 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NIPS 2021
Unsupervised Object-Level Representation Learning from Scene Images NIPS 2021
Understanding Deformable Alignment in Video Super-Resolution AAAI 2021
Removing Diffraction Image Artifacts in Under-Display Camera via Dynamic Skip Connection Network CVPR 2021
Audio-Driven Emotional Video Portraits CVPR 2021
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond CVPR 2021
Positional Encoding As Spatial Inductive Bias in GANs CVPR 2021
Seesaw Loss for Long-Tailed Instance Segmentation CVPR 2021
Pareidolia Face Reenactment CVPR 2021
Deep Animation Video Interpolation in the Wild CVPR 2021
Robust Reference-Based Super-Resolution via C2-Matching CVPR 2021
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution CVPR 2021
Unsupervised 3D Shape Completion Through GAN Inversion CVPR 2021
3D Human Texture Estimation From a Single Image With Transformers ICCV 2021
FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation ICCV 2021
ReconfigISP: Reconfigurable Camera Image Processing Pipeline ICCV 2021
Talk-To-Edit: Fine-Grained Facial Editing via Dialog ICCV 2021
Focal Frequency Loss for Image Reconstruction and Synthesis ICCV 2021
Do 2D GANs Know 3D Shape? Unsupervised 3D Shape Reconstruction from 2D Image GANs ICLR 2021
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation ECCV 2020
Knowledge Distillation Meets Self-Supervision ECCV 2020
Cross-Scale Internal Graph Neural Network for Image Super-Resolution NIPS 2020
RGB-D Salient Object Detection with Cross-Modality Modulation and Selection ECCV 2020
Side-Aware Boundary Localization for More Precise Object Detection ECCV 2020
TSIT: A Simple and Versatile Framework for Image-to-Image Translation ECCV 2020
Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation ECCV 2020
Real or Not Real, that is the Question ICLR 2020
MessyTable: Instance Association in Multiple Camera Views ECCV 2020
Prime Sample Attention in Object Detection CVPR 2020
EcoNAS: Finding Proxies for Economical Neural Architecture Search CVPR 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation CVPR 2020
Inter-Region Affinity Distillation for Road Marking Segmentation CVPR 2020
TransMoMo: Invariance-Driven Unsupervised Video Motion Retargeting CVPR 2020
Online Deep Clustering for Unsupervised Representation Learning CVPR 2020
Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement CVPR 2020
DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection CVPR 2020
Self-Supervised Scene De-Occlusion CVPR 2020
Deep Network Interpolation for Continuous Imagery Effect Transition CVPR 2019
TransGaGa: Geometry-Aware Unsupervised Image-To-Image Translation CVPR 2019
Hybrid Task Cascade for Instance Segmentation CVPR 2019
Learning Lightweight Lane Detection CNNs by Self Attention Distillation ICCV 2019
Robust Multi-Modality Multi-Object Tracking ICCV 2019
CARAFE: Content-Aware ReAssembly of FEatures ICCV 2019
Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild ICCV 2019
Instance-Level Facial Attributes Transfer with Geometry-Aware Flow AAAI 2019
Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks AAAI 2019
Deep Flow-Guided Video Inpainting CVPR 2019
Dense Intrinsic Appearance Flow for Human Pose Transfer CVPR 2019
Region Proposal by Guided Anchoring CVPR 2019
Learning to Cluster Faces on an Affinity Graph CVPR 2019
Self-Supervised Learning via Conditional Motion Propagation CVPR 2019
Learning a Unified Classifier Incrementally via Rebalancing CVPR 2019
Non-Local Recurrent Network for Image Restoration NIPS 2018
Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition ECCV 2018
Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation ECCV 2018
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation CVPR 2018
Optimizing Video Object Detection via a Scale-Time Lattice CVPR 2018
Pose-Robust Face Recognition via Deep Residual Equivariant Mapping CVPR 2018
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning CVPR 2018
Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform CVPR 2018
Consensus-Driven Propagation in Massive Unlabeled Data for Face Recognition ECCV 2018
ReenactGAN: Learning to Reenact Faces via Boundary Transfer ECCV 2018
PSANet: Point-wise Spatial Attention Network for Scene Parsing ECCV 2018
Lifelong Learning via Progressive Distillation and Retrospection ECCV 2018
The Devil of Face Recognition is in the Noise ECCV 2018
Be Your Own Prada: Fashion Synthesis With Structural Coherence ICCV 2017
Discover and Learn New Objects From Documentaries CVPR 2017
PolyNet: A Pursuit of Structural Diversity in Very Deep Networks CVPR 2017
Learning to Disambiguate by Asking Discriminative Questions ICCV 2017
Not All Pixels Are Equal: Difficulty-Aware Semantic Segmentation via Deep Layer Cascade CVPR 2017
Local Similarity-Aware Deep Feature Embedding NIPS 2016
Learning Deep Representation for Imbalanced Classification CVPR 2016
Unsupervised Learning of Discriminative Attributes and Visual Representations CVPR 2016
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification CVPR 2015
Compression Artifacts Reduction by a Deep Convolutional Network ICCV 2015
Face Alignment by Coarse-to-Fine Shape Searching CVPR 2015
Deeply Learned Attributes for Crowded Scene Understanding CVPR 2015
Scene-Independent Group Profiling in Crowd CVPR 2014
Constructing Robust Affinity Graphs for Spectral Clustering CVPR 2014
From Semi-supervised to Transfer Counting of Crowds ICCV 2013
Video Synopsis by Heterogeneous Multi-source Correlation ICCV 2013
POP: Person Re-identification Post-rank Optimisation ICCV 2013
Cumulative Attribute Space for Age and Crowd Density Estimation CVPR 2013