← Authors

Wangmeng Zuo

155 papers · 2013–2026 · 11 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (142) 🌍 Conference Polyglot (11) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (11) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer πŸƒ Academic Marathon (13) 🏠 Conference Loyalist (26) 🀝 Dynamic Duo (37) πŸ† Grand Slam πŸ”¬ Deep Specialist (38) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸš€ Conference Pioneer ⚑ Prolific Year (13) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (540) πŸ’Ž Century Club (152) πŸ”₯ Unstoppable (14) πŸ“ˆ Trend Setter

Conferences

CVPR (57) ICCV (29) ECCV (26) AAAI (13) ICLR (12) NIPS (11) IJCAI (3) ACL (1) EMNLP (1) ICML (1) WACV (1)

Top co-authors

Lei Zhang (37) Dongwei Ren (15) Ming Liu (15) Zhilu Zhang (15) Yuxiang Wei (15) Xiaoming Li (13) Qilong Wang (13) Zhilong Ji (10) Shuhang Gu (10) Bowen Dong (9)

Keywords

image restoration (27) convolutional neural network (20) image denoising (11) image generation (10) diffusion model (8) multimodal learning (6) image classification (5) feature representation (5) image deblurring (5) self-supervised learning (5) vision-language model (5) zero-shot learning (4) contrastive learning (4) semantic segmentation (4) generative adversarial network (4) generative model (4) text-to-image generation (4) few-shot learning (4) dictionary learning (4) object detection (4)

Papers

Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video AAAI 2026
VitaGlyph: Vitalizing Artistic Typography with Flexible Dual-branch Diffusion Models WACV 2026
Perceptual Quality Assessment of 3D Gaussian Splatting: A Subjective Dataset and Prediction Metric AAAI 2026
RefSTAR: Blind Face Image Restoration with Reference Selection, Transfer, and Reconstruction AAAI 2026
Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning ICLR 2025
Generative Inbetweening through Frame-wise Conditions-Driven Video Generation CVPR 2025
Federated Residual Low-Rank Adaptation of Large Language Models ICLR 2025
MC^2: Multi-concept Guidance for Customized Multi-concept Generation CVPR 2025
VQA4CIR: Boosting Composed Image Retrieval with Visual Question Answering AAAI 2025
DreamPhysics: Learning Physics-Based 3D Dynamics with Video Diffusion Priors AAAI 2025
Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising AAAI 2025
MV-VTON: Multi-View Virtual Try-On with Diffusion Models AAAI 2025
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models AAAI 2025
Exposure Bracketing Is All You Need For A High-Quality Image ICLR 2025
On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning ICLR 2025
QR-LoRA: Efficient and Disentangled Fine-tuning via QR Decomposition for Customized Generation ICCV 2025
FramePainter: Endowing Interactive Image Editing with Video Diffusion Priors ICCV 2025
Triad: Empowering LMM-based Anomaly Detection with Expert-guided Region-of-Interest Tokenizer and Manufacturing Process ICCV 2025
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers ICCV 2025
ReMP-AD: Retrieval-enhanced Multi-modal Prompt Fusion for Few-Shot Industrial Visual Anomaly Detection ICCV 2025
Integrating Visual Interpretation and Linguistic Reasoning for Geometric Problem Solving ICCV 2025
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting CVPR 2025
CASP: Consistency-aware Audio-induced Saliency Prediction Model for Omnidirectional Video CVPR 2025
ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025
Sentence-level Prompts Benefit Composed Image Retrieval ICLR 2024
Self-Supervised High Dynamic Range Imaging with Multi-Exposure Images in Dynamic Scenes ICLR 2024
ControlVideo: Training-free Controllable Text-to-video Generation ICLR 2024
TextField3D: Towards Enhancing Open-Vocabulary 3D Generation with Noisy Text Fields ICLR 2024
MasterWeaver: Taming Editability and Face Identity for Personalized Text-to-Image Generation ECCV 2024
Dual-Camera Smooth Zoom on Mobile Phones ECCV 2024
SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions ECCV 2024
Combining Generative and Geometry Priors for Wide-Angle Portrait Correction ECCV 2024
PLACE: Adaptive Layout-Semantic Fusion for Semantic Image Synthesis CVPR 2024
Improved Generation of Adversarial Examples Against Safety-aligned LLMs NIPS 2024
Evaluation of Text-to-Video Generation Models: A Dynamics Perspective NIPS 2024
Improving Image Restoration through Removing Degradations in Textual Representations CVPR 2024
DreamControl: Control-Based Text-to-3D Generation with 3D Self-Prior CVPR 2024
Decoupled Textual Embeddings for Customized Image Generation AAAI 2024
Learning Real-World Image De-weathering with Imperfect Supervision AAAI 2024
VQ-FONT: Few-Shot Font Generation with Structure-Aware Enhancement and Quantization AAAI 2024
Responsible Visual Editing ECCV 2024
UniM2AE: Multi-modal Masked Autoencoders with Unified 3D Representation for 3D Perception in Autonomous Driving ECCV 2024
Multi-modal Crowd Counting via a Broker Modality ECCV 2024
Self-Supervised Video Desmoking for Laparoscopic Surgery ECCV 2024
GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection ECCV 2024
SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models ACL 2024
ShoeModel: Learning to Wear on the User-specified Shoes via Diffusion Model ECCV 2024
Arbitrary-Scale Video Super-Resolution with Structural and Textural Priors ECCV 2024
Making Substitute Models More Bayesian Can Enhance Transferability of Adversarial Examples ICLR 2023
Improving Adversarial Transferability via Intermediate-level Perturbation Decay NIPS 2023
Towards Evaluating Transfer-based Attacks Systematically, Practically, and Fairly NIPS 2023
Symmetry-Aware Transformer-Based Mirror Detection AAAI 2023
Learning Single Image Defocus Deblurring with Misaligned Training Pairs AAAI 2023
NUWA-LIP: Language-Guided Image Inpainting With Defect-Free VQGAN CVPR 2023
Physics-Guided ISO-Dependent Sensor Noise Modeling for Extreme Low-Light Photography CVPR 2023
Joint Video Multi-Frame Interpolation and Deblurring Under Unknown Exposure Time CVPR 2023
Learning Generative Structure Prior for Blind Text Image Super-Resolution CVPR 2023
Inferring and Leveraging Parts From Object Shape for Improving Semantic Image Synthesis CVPR 2023
Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising CVPR 2023
Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023
Texts as Images in Prompt Tuning for Multi-Label Image Recognition CVPR 2023
Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023
Self-supervised Learning to Bring Dual Reversed Rolling Shutter Images Alive ICCV 2023
MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces ICCV 2023
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training ICCV 2023
Towards Instance-adaptive Inference for Federated Learning ICCV 2023
Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning ICCV 2023
Beyond Image Borders: Learning Feature Extrapolation for Unbounded Image Composition ICCV 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation ICCV 2023
Squeeze Training for Adversarial Robustness ICLR 2023
ImaginaryNet: Learning Object Detectors without Real Images and Annotations ICLR 2023
LPT: Long-tailed Prompt Tuning for Image Classification ICLR 2023
Self-Promoted Supervision for Few-Shot Transformer ECCV 2022
Localization Distillation for Dense Object Detection CVPR 2022
Retrieval-Based Spatially Adaptive Normalization for Semantic Image Synthesis CVPR 2022
Incorporating Semi-Supervised and Positive-Unlabeled Learning for Boosting Full Reference Image Quality Assessment CVPR 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE ECCV 2022
From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution ECCV 2022
Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-Ahead Forward Ones ECCV 2022
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations ECCV 2022
W2N: Switching from Weak Supervision to Noisy Supervision for Object Detection ECCV 2022
Self-supervised Learning and Adaptation for Single Image Dehazing IJCAI 2022
Self-Supervised Image Restoration with Blurry and Noisy Pairs NIPS 2022
Towards Diverse and Faithful One-shot Adaption of Generative Adversarial Networks NIPS 2022
Semantic-Shape Adaptive Feature Modulation for Semantic Image Synthesis CVPR 2022
Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters ICCV 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation ICCV 2021
Learning RAW-to-sRGB Mappings With Inaccurately Aligned Supervision ICCV 2021
Variational Attention: Propagating Domain-Specific Knowledge for Multi-Domain Learning in Crowd Counting ICCV 2021
Learning Scalable lY=-Constrained Near-Lossless Image Compression via Joint Lossy Image and Residual Compression CVPR 2021
Learning Semantic Person Image Generation by Region-Adaptive Normalization CVPR 2021
VirFace: Enhancing Face Recognition via Unlabeled Shallow Data CVPR 2021
Bringing Events Into Video Deblurring With Non-Consecutively Blurry Frames ICCV 2021
Neural Blind Deconvolution Using Deep Priors CVPR 2020
Unpaired Learning of Deep Image Denoising ECCV 2020
Component Divide-and-Conquer for Real-World Image Super-Resolution ECCV 2020
Blind Face Restoration via Deep Multi-scale Component Dictionaries ECCV 2020
Learning Flow-based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision ECCV 2020
Cross-Scale Internal Graph Neural Network for Image Super-Resolution NIPS 2020
Towards Photo-Realistic Virtual Try-On by Adaptively Generating-Preserving Image Content CVPR 2020
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks CVPR 2020
What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective CVPR 2020
Enhanced Blind Face Restoration With Multi-Exemplar Images and Adaptive Spatial Feature Fusion CVPR 2020
Deep Global Generalized Gaussian Networks CVPR 2019
Progressive Image Deraining Networks: A Better and Simpler Baseline CVPR 2019
STGAN: A Unified Selective Transfer Network for Arbitrary Image Attribute Editing CVPR 2019
Toward Convolutional Blind Denoising of Real Photographs CVPR 2019
Deep Plug-And-Play Super-Resolution for Arbitrary Blur Kernels CVPR 2019
Perspective-Guided Convolution Networks for Crowd Counting ICCV 2019
Spatio-Temporal Filter Adaptive Network for Video Deblurring ICCV 2019
Image Inpainting With Learnable Bidirectional Attention Maps ICCV 2019
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net CVPR 2019
Blind Super-Resolution With Iterative Kernel Correction CVPR 2019
DAVANet: Stereo Deblurring With View Aggregation CVPR 2019
Weakly-supervised Video Summarization using Variational Encoder-Decoder and Web Prior ECCV 2018
Shift-Net: Image Inpainting via Deep Feature Rearrangement ECCV 2018
Global Gated Mixture of Second-order Pooling for Improving Deep Convolutional Neural Networks NIPS 2018
Generative Adversarial Learning Towards Fast Weakly Supervised Detection CVPR 2018
Learning Spatial-Temporal Regularized Correlation Filters for Visual Tracking CVPR 2018
VITAL: VIsual Tracking via Adversarial Learning CVPR 2018
Learning Warped Guidance for Blind Face Restoration ECCV 2018
Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift CVPR 2018
PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities ECCV 2018
Joint Representation and Truncated Inference Learning for Correlation Filter based Tracking ECCV 2018
Deep Non-Blind Deconvolution via Generalized Low-Rank Approximation NIPS 2018
Multi-Scale Location-Aware Kernel Representation for Object Detection CVPR 2018
Learning Convolutional Networks for Content-Weighted Image Compression CVPR 2018
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations CVPR 2018
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017
Learning Dynamic Guidance for Depth Image Enhancement CVPR 2017
Higher-Order Integration of Hierarchical Convolutional Activations for Fine-Grained Visual Categorization ICCV 2017
Joint Convolutional Analysis and Synthesis Sparse Representation for Single Image Layer Separation ICCV 2017
Is Second-Order Information Helpful for Large-Scale Visual Recognition? ICCV 2017
Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification IJCAI 2017
Learning Deep CNN Denoiser Prior for Image Restoration CVPR 2017
RAID-G: Robust Estimation of Approximate Infinite Dimensional Gaussian With Application to Material Recognition CVPR 2016
Joint Learning of Single-Image and Cross-Image Representations for Person Re-Identification CVPR 2016
A Self-Representation Induced Classifier IJCAI 2016
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization CVPR 2016
Dictionary Pair Classifier Driven Convolutional Neural Networks for Object Detection CVPR 2016
Deep Structured Scene Parsing by Learning With Image Descriptions CVPR 2016
A Probabilistic Collaborative Representation Based Approach for Pattern Classification CVPR 2016
The Solution Path Algorithm for Identity-Aware Multi-Object Tracking CVPR 2016
Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution CVPR 2015
SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015
Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising ICCV 2015
Convolutional Sparse Coding for Image Super-Resolution ICCV 2015
Deep Joint Task Learning for Generic Object Extraction NIPS 2014
Weighted Nuclear Norm Minimization with Application to Image Denoising CVPR 2014
Robust Principal Component Analysis with Complex Noise ICML 2014
Projective dictionary pair learning for pattern classification NIPS 2014
Log-Euclidean Kernels for Sparse Representation and Dictionary Learning ICCV 2013
From Point to Set: Extend the Learning of Distance Metrics ICCV 2013
A Generalized Iterated Shrinkage Algorithm for Non-convex Sparse Coding ICCV 2013
Texture Enhanced Image Denoising via Gradient Histogram Preservation CVPR 2013