← Authors

Xiaoming Liu

112 papers · 2015–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (8) 🏠 Conference Loyalist (52) πŸ‘₯ Mega-Team (25) πŸ† Keyword Champion (17) 🀝 Dynamic Duo (19) πŸ”¬ Deep Specialist (26) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸ’Ž Century Club (111) πŸ”₯ Unstoppable (12) πŸ—ƒοΈ Keyword Collector (446) ❓ The Questioner (2) ⚑ Prolific Year (14) πŸš€ Conference Pioneer

Conferences

CVPR (52) ICCV (15) ECCV (13) NIPS (10) AAAI (6) WACV (5) EMNLP (4) ACL (3) ACML (2) ICLR (1) IJCAI (1)

Top co-authors

Feng Liu (19) Minchul Kim (12) Abhinav Kumar (10) LUAN TRAN (9) Anil Jain (8) Yiyang Su (7) Chao Shen (7) Garrick Brazil (7) Xiao Guo (7) Amin Jourabloo (7)

Keywords

face recognition (17) depth estimation (8) 3d morphable model (7) gait recognition (7) 3d face reconstruction (7) 3d object detection (6) face alignment (6) attention mechanism (6) representation learning (6) pose estimation (6) domain generalization (5) convolutional neural network (5) machine-generated text detection (5) sensor fusion (4) contrastive learning (4) person re-identification (4) radar-camera fusion (4) multimodal learning (4) generative model (4) multi-modal learning (4)

Papers

TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection WACV 2026
MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026
Sea-CLIP: Mining Semantic-Aware Representations for Few-Shot Anomaly Detection with CLIP WACV 2026
AgentCPM-GUI: Building Mobile-Use Agents with Reinforcement Fine-Tuning EMNLP 2025
Can Adversarial Examples Be Parsed to Reveal Victim Model Information? WACV 2025
Iron Sharpens Iron: Defending Against Attacks in Machine-Generated Text Detection with Adversarial Training ACL 2025
SapiensID: Foundation for Human Recognition CVPR 2025
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector CVPR 2025
RICCARDO: Radar Hit Prediction and Convolution for Camera-Radar 3D Object Detection CVPR 2025
H-MoRe: Learning Human-centric Motion Representation for Action Analysis CVPR 2025
Generalizable Object Re-Identification via Visual In-Context Prompting ICCV 2025
HAMoBE: Hierarchical and Adaptive Mixture of Biometric Experts for Video-based Person ReID ICCV 2025
CHARM3R: Towards Unseen Camera Height Robust Monocular 3D Detector ICCV 2025
A Quality-Guided Mixture of Score-Fusion Experts Framework for Human Recognition ICCV 2025
Unified Physical-Digital Face Attack Detection IJCAI 2024
StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation EMNLP 2024
Revisit Self-supervision with Local Structure-from-Motion ECCV 2024
Remove Projective LiDAR Depthmap Artifacts via Exploiting Epipolar Geometry ECCV 2024
Open-Set Biometrics: Beyond Good Closed-Set Models ECCV 2024
COMPOSE: Comprehensive Portrait Shadow Editing ECCV 2024
BigGait: Learning Gait Representation You Want by Large Vision Models CVPR 2024
Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation CVPR 2024
KeyPoint Relative Position Encoding for Face Recognition CVPR 2024
SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects CVPR 2024
ProMark: Proactive Diffusion Watermarking for Causal Attribution CVPR 2024
TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process CVPR 2024
Concentrate Attention: Towards Domain-Generalizable Prompt Optimization for Language Models NIPS 2024
UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models NIPS 2024
Tracing Hyperparameter Dependencies for Model Parsing via Learnable Graph Pooling Network NIPS 2024
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection NIPS 2024
ProS: Facial Omni-Representation Learning via Prototype-Based Self-Distillation WACV 2024
Dialogue for Prompting: A Policy-Gradient-Based Discrete Prompt Generation for Few-Shot Learning AAAI 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better ACL 2024
Stumbling Blocks: Stress Testing the Robustness of Machine-Generated Text Detectors Under Attacks ACL 2024
FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude WACV 2024
Rethinking Domain Generalization for Face Anti-Spoofing: Separability and Alignment CVPR 2023
Tame a Wild Camera: In-the-Wild Monocular Camera Calibration NIPS 2023
ChatGPT-Powered Hierarchical Comparisons for Image Classification NIPS 2023
PrObeD: Proactive Object Detection Wrapper NIPS 2023
RADIANT: Radar-Image Association Network for 3D Object Detection AAAI 2023
MaLP: Manipulation Localization Using a Proactive Scheme CVPR 2023
LightedDepth: Video Depth Estimation in Light of Limited Inference View Angles CVPR 2023
PMatch: Paired Masked Image Modeling for Dense Geometric Matching CVPR 2023
DCFace: Synthetic Face Generation With Dual Condition Diffusion Model CVPR 2023
Hierarchical Fine-Grained Image Forgery Detection and Localization CVPR 2023
CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning EMNLP 2023
Improving Pacing in Long-Form Story Planning EMNLP 2023
Learning Clothing and Pose Invariant 3D Shape Representation for Long-Term Person Re-Identification ICCV 2023
Controllable and Guided Face Synthesis for Unconstrained Face Recognition ECCV 2022
Multi-Domain Learning for Updating Face Anti-Spoofing Models ECCV 2022
Cluster and Aggregate: Face Recognition with Large Probe Set NIPS 2022
MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation AAAI 2022
AdaFace: Quality Adaptive Margin for Face Recognition CVPR 2022
Proactive Image Manipulation Detection CVPR 2022
Face Relighting With Geometrically Consistent Shadows CVPR 2022
Reverse Engineering of Imperceptible Adversarial Image Perturbations ICLR 2022
2D GANs Meet Unsupervised Single-View 3D Reconstruction ECCV 2022
DEVIANT: Depth EquiVarIAnt NeTwork for Monocular 3D Object Detection ECCV 2022
Full-Velocity Radar Returns by Radar-Camera Fusion ICCV 2021
Mitigating Face Recognition Bias via Group Adaptive Classifier CVPR 2021
Riggable 3D Face Reconstruction via In-Network Optimization CVPR 2021
Radar-Camera Pixel Depth Association for Depth Completion CVPR 2021
GrooMeD-NMS: Grouped Mathematically Differentiable NMS for Monocular 3D Object Detection CVPR 2021
Towards High Fidelity Face Relighting With Realistic Shadows CVPR 2021
Depth Completion With Twin Surface Extrapolation at Occlusion Boundaries CVPR 2021
Fully Understanding Generic Objects: Modeling, Segmentation, and Reconstruction CVPR 2021
Voxel-based 3D Detection and Reconstruction of Multiple Objects from a Single Image NIPS 2021
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence NIPS 2020
Improving Face Recognition from Hard Samples via Distribution Distillation Loss ECCV 2020
CurricularFace: Adaptive Curriculum Learning Loss for Deep Face Recognition CVPR 2020
Deep Facial Non-Rigid Multi-View Stereo CVPR 2020
Noise Modeling, Synthesis and Classification for Generic Object Anti-Spoofing CVPR 2020
The Edge of Depth: Explicit Constraints Between Segmentation and Depth CVPR 2020
LUVLi Face Alignment: Estimating Landmarks' Location, Uncertainty, and Visibility Likelihood CVPR 2020
Camera Trace Erasing CVPR 2020
On the Detection of Digital Face Manipulation CVPR 2020
On Disentangling Spoof Trace for Generic Face Anti-Spoofing ECCV 2020
Kinematic 3D Object Detection in Monocular Video ECCV 2020
Jointly De-biasing Face Recognition and Demographic Attribute Estimation ECCV 2020
M3D-RPN: Monocular 3D Region Proposal Network for Object Detection ICCV 2019
Unpaired Data based Cross-domain Synthesis and Segmentation Using Attention Neural Network ACML 2019
Nuclei segmentation by using convolutional network with distance map and contour information ACML 2019
Deep Reinforcement Learning via Past-Success Directed Exploration AAAI 2019
Depth Coefficients for Depth Completion CVPR 2019
Pedestrian Detection With Autoregressive Network Phases CVPR 2019
Feature Transfer Learning for Face Recognition With Under-Represented Data CVPR 2019
Gait Recognition via Disentangled Representation Learning CVPR 2019
Deep Tree Learning for Zero-Shot Face Anti-Spoofing CVPR 2019
Gotta Adapt 'Em All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild CVPR 2019
Towards High-Fidelity Nonlinear 3D Face Morphable Model CVPR 2019
Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos AAAI 2019
Towards Interpretable Face Recognition ICCV 2019
3D Face Modeling From Diverse Raw Scan Data ICCV 2019
Face De-Spoofing: Anti-Spoofing via Noise Modeling ECCV 2018
Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition CVPR 2018
FSRNet: End-to-End Learning Face Super-Resolution With Facial Priors CVPR 2018
Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision CVPR 2018
Nonlinear 3D Face Morphable Model CVPR 2018
Illuminating Pedestrians via Simultaneous Detection & Segmentation ICCV 2017
Monocular Video-Based Trailer Coupler Detection Using Multiplexer Convolutional Neural Network ICCV 2017
Pose-Invariant Face Alignment With a Single CNN ICCV 2017
Missing Modalities Imputation via Cascaded Residual Autoencoder CVPR 2017
Disentangled Representation Learning GAN for Pose-Invariant Face Recognition CVPR 2017
Image Super-Resolution via Deep Recursive Residual Network CVPR 2017
Spatio-Temporal Alignment of Non-Overlapping Sequences From Independently Panning Cameras CVPR 2017
Towards Large-Pose Face Frontalization in the Wild ICCV 2017
MemNet: A Persistent Memory Network for Image Restoration ICCV 2017
Face Alignment Across Large Poses: A 3D Solution CVPR 2016
Large-Pose Face Alignment via CNN-Based Dense 3D Model Fitting CVPR 2016
Adaptive 3D Face Reconstruction From Unconstrained Photo Collections CVPR 2016
Unconstrained 3D Face Reconstruction CVPR 2015
Pose-Invariant 3D Face Alignment ICCV 2015