Nannan Wang

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