CVPR 2024 人脸方向总汇(人脸识别、头像重建、人脸合成和3D头像等)
1、Face(人脸)
- Unsupervised Gaze Representation Learning from Multi-view Face Images
- ToonerGAN: Reinforcing GANs for Obfuscating Automated Facial Indexing
- PairDETR : Joint Detection and Association of Human Bodies and Faces
- Neural Implicit Morphing of Face Images
🏠project - SimAC: A Simple Anti-Customization Method for Protecting Face Privacy against Text-to-Image Synthesis of Diffusion Models
- Anatomically Constrained Implicit Face Models
- Face2Diffusion for Fast and Editable Face Personalization
⭐code
⭐code - Diffusion-based Adversarial Makeup Transfer for Facial Privacy Protection
⭐code - Self-Supervised Facial Representation Learning with Facial Region Awareness
- Facial Identity Anonymization via Intrinsic and Extrinsic Attention Distraction
- VOODOO 3D: Volumetric Portrait Disentanglement For One-Shot 3D Head Reenactment
- 人脸编辑
- StrokeFaceNeRF: Stroke-based Facial Appearance Editing in Neural Radiance Field
- In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing
🏠project
- 人脸表情
- Learning Adaptive Spatial Coherent Correlations for Speech-Preserving Facial Expression Manipulation
- 3D Facial Expressions through Analysis-by-Neural-Synthesis
🏠project
- 人脸识别
- OpticalDR: A Deep Optical Imaging Model for Privacy-Protective Depression Recognition(抑郁症识别)
- Privacy-Preserving Face Recognition Using Trainable Feature Subtraction
⭐code - KeyPoint Relative Position Encoding for Face Recognition
- LAFS: Landmark-based Facial Self-supervised Learning for Face Recognition
- Validating Privacy-Preserving Face Recognition under a Minimum Assumption
- 人脸合成
- Deformable One-shot Face Stylization via DINO Semantic Guidance
⭐code - Towards a Simultaneous and Granular Identity-Expression Control in Personalized Face Generation
- DreamSalon: A Staged Diffusion Framework for Preserving Identity-Context in Editable Face Generation
- LeGO: Leveraging a Surface Deformation Network for Animatable Stylized Face Generation with One Example
⭐code
🏠project - Text-Guided 3D Face Synthesis - From Generation to Editing
- Text-conditional Attribute Alignment across Latent Spaces for 3D Controllable Face Image Synthesis
- UV-IDM: Identity-Conditioned Latent Diffusion Model for Face UV-Texture Generation
- Diffusion-driven GAN Inversion for Multi-Modal Face Image Generation
- Deformable One-shot Face Stylization via DINO Semantic Guidance
- 人脸重建
- High-Quality Facial Geometry and Appearance Capture at Home
⭐code
🏠project - Monocular Identity-Conditioned Facial Reflectance Reconstruction
⭐code
👍三维数字人重建、编辑与驱动 - 3D Face Reconstruction with the Geometric Guidance of Facial Part Segmentation
⭐code - 3D-Aware Face Editing via Warping-Guided Latent Direction Learning
🏠project
👍三维数字人重建、编辑与驱动
- High-Quality Facial Geometry and Appearance Capture at Home
- 人脸修饰
- VRetouchEr: Learning Cross-frame Feature Interdependence with Imperfection Flow for Face Retouching in Videos
- 人脸重现
- Pose Adapted Shape Learning for Large-Pose Face Reenactment
- FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features
- 人脸恢复
- Learning Degradation-unaware Representation with Prior-based Latent Transformations for Blind Face Restoration
- PFStorer: Personalized Face Restoration and Super-Resolution
- WaveFace: Authentic Face Restoration with Efficient Frequency Recovery
- 人脸去识别
- Privacy-preserving Optics for Enhancing Protection in Face De-identification
🏠project
- Privacy-preserving Optics for Enhancing Protection in Face De-identification
- 人脸化妆
- Makeup Prior Models for 3D Facial Makeup Estimation and Applications
⭐code
- Makeup Prior Models for 3D Facial Makeup Estimation and Applications
- 人脸关键点
- Generalizable Face Landmarking Guided by Conditional Face Warping
⭐code
🏠project - FaceLift: Semi-supervised 3D Facial Landmark Localization
- Generalizable Face Landmarking Guided by Conditional Face Warping
- 人脸属性分类
- Distributionally Generative Augmentation for Fair Facial Attribute Classification
⭐code
- Distributionally Generative Augmentation for Fair Facial Attribute Classification
- 人脸活体检测
- One-Class Face Anti-spoofing via Spoof Cue Map-Guided Feature Learning
- Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space
- CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing
- Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing
⭐code - Gradient Alignment for Cross-Domain Face Anti-Spoofing
⭐code - Test-Time Domain Generalization for Face Anti-Spoofing
- Gradient Alignment for Cross-domain Face Anti-Spoofing
⭐code
- 人脸动作单元
- Multi-scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition
- AUEditNet: Dual-Branch Facial Action Unit Intensity Manipulation with Implicit Disentanglement
- 人脸图像质量
- CLIB-FIQA: Face Image Quality Assessment with Confidence Calibration
- DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer
- 肖像编辑
- Control4D: Efficient 4D Portrait Editing with Text
🏠project
- Control4D: Efficient 4D Portrait Editing with Text
- 头发重建
- Dr.Hair: Reconstructing Scalp-Connected Hair Strands without Pre-Training via Differentiable Rendering of Line Segments
- 三维人脸
- 3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow
- FaceCom: Towards High-fidelity 3D Facial Shape Completion via Optimization and Inpainting Guidance
- Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications
- 4D 头像合成
- Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data
⭐code
🏠project
- Portrait4D: Learning One-Shot 4D Head Avatar Synthesis using Synthetic Data
- 头像重建
- HAVE-FUN: Human Avatar Reconstruction from Few-Shot Unconstrained Images
🏠project - MoSAR: Monocular Semi-Supervised Model for Avatar Reconstruction using Differentiable Shading
🏠project - Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation
🏠project
- HAVE-FUN: Human Avatar Reconstruction from Few-Shot Unconstrained Images
- 说话头合成
- Learning Dynamic Tetrahedra for High-Quality Talking Head Synthesis
- Faces that Speak: Jointly Synthesising Talking Face and Speech from Text
- CustomListener: Text-guided Responsive Interaction for User-friendly Listening Head Generation
- SyncTalk: The Devil is in the Synchronization for Talking Head Synthesis
⭐code
🏠project - FaceChain-ImagineID: Freely Crafting High-Fidelity Diverse Talking Faces from Disentangled Audio
⭐code - FaceTalk: Audio-Driven Motion Diffusion for Neural Parametric Head Models
⭐code
🏠project - FlowVQTalker: High-Quality Emotional Talking Face Generation through Normalizing Flow and Quantization
- 防御人脸编辑滥用
- IDGuard: Robust General Identity-centric POI Proactive Defense Against Face Editing Abuse
- 3D 头像
- 3DToonify: Creating Your High-Fidelity 3D Stylized Avatar Easily from 2D Portrait Images
- DreamAvatar: Text-and-Shape Guided 3D Human Avatar Generation via Diffusion Models
🏠project3
- 化妆迁移
- Content-Style Decoupling for Unsupervised Makeup Transfer without Generating Pseudo Ground Truth
- 人脸重识别
- Privacy-Preserving Optics for Enhancing Protection in Face De-Identification
- 年龄估计
- A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
- 情绪识别
- Robust Emotion Recognition in Context Debiasing