Xiaogang Xu

42 papers · 2019–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (54) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (9) 🏆 Grand Slam 🤝 Dynamic Duo (11) ⚡ Prolific Year (13) 💎 Century Club (40) 🗃️ Keyword Collector (170) 🔥 Unstoppable (7)

Conferences

CVPR (12) ICCV (8) AAAI (7) ECCV (5) NIPS (4) ICML (2) IJCAI (2) EMNLP (1) ICLR (1)

Top co-authors

Hengshuang Zhao (11) Jiaya Jia (11) Ying-Cong Chen (7) Jiaqi Tang (5) Tao Hu (5) Jiafei Wu (5) Ruixing Wang (5) Yingcong Chen (4) Jiangbo Lu (4) Chi-Wing Fu (3)

Keywords

image restoration (5) domain adaptation (4) depth estimation (4) novel view synthesis (4) diffusion model (4) neural radiance field (4) generative adversarial network (3) data augmentation (3) self-supervised learning (3) image synthesis (3) low-light image enhancement (3) feature extraction (3) semantic segmentation (3) image generation (2) generative model (2) 3d vision (2) image reconstruction (2) knowledge distillation (2) 3d reconstruction (2) image-to-image translation (2)

Papers

Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation AAAI 2026

Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding AAAI 2026

Co-Painter: Fine-Grained Controllable Image Stylization via Implicit Decoupling and Adaptive Injection ICCV 2025

Learnable Feature Patches and Vectors for Boosting Low-light Image Enhancement without External Knowledge ICCV 2025

Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition IJCAI 2025

DiMSOD: A Diffusion-Based Framework for Multi-Modal Salient Object Detection AAAI 2025

DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately AAAI 2025

Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective ICLR 2025

LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence ICML 2025

DiffDoctor: Diagnosing Image Diffusion Models Before Treating ICCV 2025

Generative Active Learning for Long-tailed Instance Segmentation ICML 2024

Depth Anything V2 NIPS 2024

HAWK: Learning to Understand Open-World Video Anomalies NIPS 2024

S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention AAAI 2024

Boosting Image Restoration via Priors from Pre-trained Models CVPR 2024

UniMODE: Unified Monocular 3D Object Detection CVPR 2024

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data CVPR 2024

Learning to Remove Wrinkled Transparent Film with Polarized Prior CVPR 2024

LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching CVPR 2024

Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement ECCV 2024

An Incremental Unified Framework for Small Defect Inspection ECCV 2024

"Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction" ECCV 2024

HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding EMNLP 2024

Universal Adaptive Data Augmentation IJCAI 2023

Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution AAAI 2023

CorresNeRF: Image Correspondence Priors for Neural Radiance Fields NIPS 2023

Lighting up NeRF via Unsupervised Decomposition and Enhancement ICCV 2023

Out-of-Domain GAN Inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation ICCV 2023

Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields CVPR 2023

Low-Light Image Enhancement via Structure Modeling and Guidance CVPR 2023

TriVol: Point Cloud Rendering via Triple Volumes CVPR 2023

FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models NIPS 2023

Hierarchical Image Generation via Transformer-Based Sequential Patch Selection AAAI 2022

DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation ECCV 2022

MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning ECCV 2022

SNR-Aware Low-Light Image Enhancement CVPR 2022

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation ICCV 2021

Self-Supervised 3D Mesh Reconstruction From Single Images CVPR 2021

Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset With Mechatronic Alignment ICCV 2021

Domain Adaptive Image-to-Image Translation CVPR 2020

View Independent Generative Adversarial Network for Novel View Synthesis ICCV 2019

Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation CVPR 2019