← Authors

Nannan Wang

80 papers · 2017–2026 · 8 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (94) 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (5) 🐝 Cross-Pollinator (12) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (22) 🀝 Dynamic Duo (49) πŸ‘‘ Triple Crown πŸ† Grand Slam πŸ”¬ Deep Specialist (14) πŸ† Keyword Champion (2) πŸš€ Conference Pioneer ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (325) πŸ“ˆ Trend Setter ❓ The Questioner πŸ”₯ Unstoppable (9) πŸ’Ž Century Club (77)

Conferences

AAAI (22) CVPR (13) IJCAI (13) ICCV (10) ICML (10) NIPS (7) ICLR (3) ECCV (2)

Top co-authors

Xinbo Gao (50) Tongliang Liu (16) De Cheng (16) Jie Li (15) Xi Yang (11) Bo Han (11) Mingrui Zhu (10) Dawei Zhou (10) Xiaoyu Wang (10) Decheng Liu (7)

Keywords

adversarial robustness (7) image generation (6) weakly supervised learning (5) diffusion model (5) convolutional neural network (4) representation learning (4) semantic segmentation (4) image translation (4) person re-identification (4) adversarial training (4) transition matrix (4) adversarial defense (4) neural network (4) adversarial noise (4) contrastive learning (4) metric learning (3) feature alignment (3) adversarial attack (3) continual learning (3) domain adaptation (3)

Papers

Revealing the Invisible: Latent Structure Modeling for Semantically Consistent Cloud Removal AAAI 2026
Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution AAAI 2026
Harnessing Textual Semantic Priors for Knowledge Transfer and Refinement in CLIP-Driven Continual Learning AAAI 2026
3D Test-time Adaptation via Graph Spectral Driven Point Shift ICCV 2025
Dual Domain Control via Active Learning for Remote Sensing Domain Incremental Object Detection ICCV 2025
Towards Regularized Mixture of Predictions for Class-Imbalanced Semi-Supervised Facial Expression Recognition IJCAI 2025
DynPose: Largely Improving the Efficiency of Human Pose Estimation by a Simple Dynamic Framework CVPR 2025
Q-Norm: Robust Representation Learning via Quality-Adaptive Normalization ICCV 2025
DIH-CLIP: Unleashing the Diversity of Multi-Head Self-Attention for Training-Free Open-Vocabulary Semantic Segmentation ICCV 2025
Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness ICML 2025
Surrogate Prompt Learning: Towards Efficient and Diverse Prompt Learning for Vision-Language Models ICML 2025
Effective Diffusion Transformer Architecture for Image Super-Resolution AAAI 2025
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations AAAI 2025
Motion Artifact Removal in Pixel-Frequency Domain via Alternate Masks and Diffusion Model AAAI 2025
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement AAAI 2025
Optimizing Label Assignment for Weakly Supervised Person Search AAAI 2025
QuARF: Quality-Adaptive Receptive Fields for Degraded Image Perception AAAI 2025
Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts ICML 2025
Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
Multi-Label Prototype Visual Spatial Search for Weakly Supervised Semantic Segmentation CVPR 2025
Visual Prompt Tuning in Null Space for Continual Learning NIPS 2024
Multi-Granularity Graph-Convolution-Based Method for Weakly Supervised Person Search IJCAI 2024
Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors IJCAI 2024
Diffusion-based Layer-wise Semantic Reconstruction for Unsupervised Out-of-Distribution Detection NIPS 2024
Generating Handwritten Mathematical Expressions From Symbol Graphs: An End-to-End Pipeline CVPR 2024
Feature-Level Adversarial Attacks and Ranking Disruption for Visible-Infrared Person Re-identification NIPS 2024
SHaRPose: Sparse High-Resolution Representation for Human Pose Estimation AAAI 2024
Multi-Scene Generalized Trajectory Global Graph Solver with Composite Nodes for Multiple Object Tracking AAAI 2024
Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model AAAI 2024
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis AAAI 2024
Disentangled Prompt Representation for Domain Generalization CVPR 2024
Task-aware Orthogonal Sparse Network for Exploring Shared Knowledge in Continual Learning ICML 2024
On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection ICLR 2024
Robust Training of Federated Models with Extremely Label Deficiency ICLR 2024
Pro2SAM: Mask Prompt to SAM with Grid Points for Weakly Supervised Object Localization ECCV 2024
Phase-aware Adversarial Defense for Improving Adversarial Robustness ICML 2023
NAR-Former V2: Rethinking Transformer for Universal Neural Network Representation Learning NIPS 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
Boosting Weakly-Supervised Temporal Action Localization With Text Information CVPR 2023
Masked and Adaptive Transformer for Exemplar Based Image Translation CVPR 2023
NAR-Former: Neural Architecture Representation Learning Towards Holistic Attributes Prediction CVPR 2023
Hiding Visual Information via Obfuscating Adversarial Perturbations ICCV 2023
Human-Inspired Facial Sketch Synthesis with Dynamic Adaptation ICCV 2023
All-to-Key Attention for Arbitrary Style Transfer ICCV 2023
Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023
Semantic-Aware Generation of Multi-View Portrait Drawings IJCAI 2023
Improving Adversarial Robustness via Mutual Information Estimation ICML 2022
Modeling Adversarial Noise for Adversarial Training ICML 2022
Class-Dependent Label-Noise Learning with Cycle-Consistency Regularization NIPS 2022
Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022
Towards Semi-Supervised Deep Facial Expression Recognition With an Adaptive Confidence Margin CVPR 2022
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction IJCAI 2022
Exploring Set Similarity for Dense Self-Supervised Representation Learning CVPR 2022
Support-Set Based Cross-Supervision for Video Grounding ICCV 2021
Robust early-learning: Hindering the memorization of noisy labels ICLR 2021
Class2Simi: A Noise Reduction Perspective on Learning with Noisy Labels ICML 2021
Towards Defending against Adversarial Examples via Attack-Invariant Features ICML 2021
Drafting and Revision: Laplacian Pyramid Network for Fast High-Quality Artistic Style Transfer CVPR 2021
Training Binary Neural Network without Batch Normalization for Image Super-Resolution AAAI 2021
A Sketch-Transformer Network for Face Photo-Sketch Synthesis IJCAI 2021
Syncretic Modality Collaborative Learning for Visible Infrared Person Re-Identification ICCV 2021
Removing Adversarial Noise in Class Activation Feature Space ICCV 2021
Facial Attribute Capsules for Noise Face Super Resolution AAAI 2020
Binarized Neural Network for Single Image Super Resolution ECCV 2020
Part-dependent Label Noise: Towards Instance-dependent Label Noise NIPS 2020
Video Face Super-Resolution with Motion-Adaptive Feedback Cell AAAI 2020
Auto-GAN: Self-Supervised Collaborative Learning for Medical Image Synthesis AAAI 2020
HSME: Hypersphere Manifold Embedding for Visible Thermal Person Re-Identification AAAI 2019
Are Anchor Points Really Indispensable in Label-Noise Learning? NIPS 2019
Residual Attribute Attention Network for Face Image Super-Resolution AAAI 2019
Multi-Margin based Decorrelation Learning for Heterogeneous Face Recognition IJCAI 2019
Face Photo-Sketch Synthesis via Knowledge Transfer IJCAI 2019
Group Reconstruction and Max-Pooling Residual Capsule Network IJCAI 2019
Deep Attribute Guided Representation for Heterogeneous Face Recognition IJCAI 2018
Markov Random Neural Fields for Face Sketch Synthesis IJCAI 2018
From Reality to Perception: Genre-Based Neural Image Style Transfer IJCAI 2018
Deep Graphical Feature Learning for Face Sketch Synthesis IJCAI 2017