The authors would like to thank Leo Hyun Park, Myung Gyo Oh and Jaewoo Park for helpful discussion.
- [StyleSwap] StyleSwap: Style-Based Generator Empowers Robust Face Swapping, ECCV 2022: Paper
- [MegaFS] One Shot Face Swapping on Megapixels, CVPR 2021: Paper
- [FaceShifter] FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping, CVPR 2020: Paper
- MaskGAN: Towards Diverse and Interactive Facial Image Manipulation, CVPR 2020: Paper
- Reference-guided Face Component Editing, IJCAI 2020: Paper
- SimSwap: An Efficient Framework For High Fidelity Face Swapping, ACM MM 2020: Paper
- FSGAN: Subject Agnostic Face Swapping and Reenactment, ICCV 2019: Paper
- [Dual-Generator] Dual-Generator Face Reenactment, CVPR 2022: Paper
- FSGAN: Subject Agnostic Face Swapping and Reenactment, ICCV 2019: Paper
- Talking Face Generation by Conditional Recurrent Adversarial Network, IJCAI 2019: Paper arxiv
- X2Face: A network for controlling face generation using images, audio, and pose codes, ECCV 2018: Paper
- Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model, ECCV 2018: Paper
- TediGAN: Text-Guided Diverse Face Image Generation and Manipulation, CVPR 2021: Paper
- Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation, ICCV 2021: Paper
- Dual Projection Generative Adversarial Networks for Conditional Image Generation, ICCV 2021: Paper
- Unsupervised Image Generation with Infinite Generative Adversarial Networks, ICCV 2021: Paper
- [StyleGAN3] Alias-Free Generative Adversarial Networks, NeurIPS 2021: Paper
- CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation, ICLR 2021: Paper
- [StyleGAN2] Analyzing and Improving the Image Quality of StyleGAN, CVPR 2020: Paper
- From Inference to Generation: End-to-end Fully Self-supervised Generation of Human Face from Speech, ICLR 2020: Paper
- A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019: Paper
- Progressive Growing of GANs for Improved Quality, Stability, and Variation, ICLR 2018: Paper
- A Style-aware Discriminator for Controllable Image Translation, CVPR 2022: Paper
- [HIfaFACE] High-Fidelity and Arbitrary Face Editing, CVPR 2021: Paper
- A Latent Transformer for Disentangled Face Editing in Images and Videos, ICCV 2021: Paper
- [LoFGAN] LoFGAN: Fusing Local Representations for Few-shot Image Generation, ICCV 2021: Paper
- [StarGAN2] StarGAN v2: Diverse Image Synthesis for Multiple Domains, CVPR 2020: Paper
- [DAAE] Hierarchical Face Aging through Disentangled Latent Characteristics, ECCV 2020: Paper
- [CONFIG] CONFIG: Controllable Neural Face Image Generation, ECCV 2020: Paper
- [CAFE-GAN] CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature, ECCV 2020: Paper
- High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images, ECCV 2020: Paper
- [GDFace] GDFace: Gated Deformation for Multi-view Face Image Synthesis, AAAI 2020: Paper
- [DeepFacePencil] DeepFacePencil: Creating Face Images from Freehand Sketches, ACM MM 2020: Paper
- [ETGAN] Talking Face Generation with Expression-Tailored Generative Adversarial Network, ACM MM 2020: Paper
- [InterFaceGAN] InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs, TPAMI 2020: Paper
- Semantic Component Decomposition for Face Attribute Manipulation, CVPR 2019: Paper
- Make a Face: Towards Arbitrary High Fidelity Face Manipulation, ICCV 2019: Paper
- SC-FEGAN: Face Editing Generative Adversarial Network with User’s Sketch and Color, ICCV 2019: Paper
- Towards Automatic Face-to-Face Translation, ACM MM 2019: Paper
- LinesToFacePhoto: Face Photo Generation From Lines With Conditional Self-Attention Generative Adversarial Networks, ACM MM 2019: Paper
- StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation, CVPR 2018: Paper
- Generative Adversarial Network with Spatial Attention for Face Attribute Editing, ECCV 2018: Paper
- ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes, ECCV 2018: Paper
- A Hybrid Model for Identity Obfuscation by Face Replacement, ECCV 2018: Paper
- ID retrieval
- CosFace: Large Margin Cosine Loss for Deep Face Recognition, CVPR 2018
- One Shot Face Swapping on Megapixels, CVPR 2021
- Pose error
- Fine-Grained Head Pose Estimation Without Keypoints, CVPR 2018
- One Shot Face Swapping on Megapixels, CVPR 2021
- Expression error
- A Compact Embedding for Facial Expression Similarity, CVPR 2019
- One Shot Face Swapping on Megapixels, CVPR 2021
- Frechét inception distance(FID)
- FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping, CVPR 2020
- One Shot Face Swapping on Megapixels, CVPR 2021
- Structural similarity (SSIM)
- Image Quality Assessment: From Error Visibility to Structural Similarity, IEEE TIP 2004
- **Dual-Generator Face Reenactment, CVPR 2022
- FSGAN: Subject Agnostic Face Swapping and Reenactment, ICCV 2019
- Talking Face Generation by Conditional Recurrent Adversarial Network, IJCAI 2019
- Frechét inception distance(FID)
- Dual-Generator Face Reenactment, CVPR 2022
- Cosine Similarity (CSIM)
- Dual-Generator Face Reenactment, CVPR 2022
- Face Verification
- Dlib-ml: A machine learning toolkit, JML 2009
- FSGAN: Subject Agnostic Face Swapping and Reenactment, ICCV 2019
- Euclidean distance
- Euclidean distance mapping, Computer Graphics and image processing 1980
- Pose error
- FSGAN: Subject Agnostic Face Swapping and Reenactment, ICCV 2019
- Peak Signal-to-Noise Ratios (PSNR)
- Talking Face Generation by Conditional Recurrent Adversarial Network, IJCAI 2019
- Landmark Distance Error
- Lip movements generation at a glance, ECCV 2018
- Talking Face Generation by Conditional Recurrent Adversarial Network, IJCAI 2019
- Frechét inception distance(FID)
- GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium, NeurIPS 2017
- TediGAN: Text-Guided Diverse Face Image Generation and Manipulation, CVPR 2021: Paper
- Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation, ICCV 2021: Paper
- Dual Projection Generative Adversarial Networks for Conditional Image Generation, ICCV 2021: Paper
- Unsupervised Image Generation with Infinite Generative Adversarial Networks, ICCV 2021: Paper
- Alias-Free Generative Adversarial Networks, NeurIPS 2021: Paper
- CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation, ICLR 2021: Paper
- Analyzing and Improving the Image Quality of StyleGAN, CVPR 2020: Paper
- A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019: Paper
- Learned perceptual Image Patch Similarity (LPIPS)
- The Unreasonable Effectiveness of Deep Features as a Perceptual Metric, CVPR 2018: Paper
- TediGAN: Text-Guided Diverse Face Image Generation and Manipulation, CVPR 2021: Paper
- Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation, ICCV 2021: Paper
- Dual Projection Generative Adversarial Networks for Conditional Image Generation, ICCV 2021: Paper
- Accuracy (text2image)
- TediGAN: Text-Guided Diverse Face Image Generation and Manipulation, CVPR 2021: Paper
- Perceptual Path Length (PPL)
- A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019: Paper
- Diagonal Attention and Style-based GAN for Content-Style Disentanglement in Image Generation and Translation, ICCV 2021: Paper
- Analyzing and Improving the Image Quality of StyleGAN, CVPR 2020: Paper
- A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019: Paper
- Inception Score
- Improved techniques for training gans, NeurIPS 2016
- Dual Projection Generative Adversarial Networks for Conditional Image Generation, ICCV 2021
- Cluster Purity
- Introduction to Information Retrieval, Cambridge University Press 2008
- Unsupervised Image Generation with Infinite Generative Adversarial Networks, ICCV 2021
- EQ-T, EQ-R
- Alias-Free Generative Adversarial Networks, NeurIPS 2021
- Naturalness Image Quality Evaluator (NIQE)
- Making a “completely blind” image quality analyzer, Signal processing letter 2012
- CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation, ICLR 2021
- Diversity
- CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation, ICLR 2021
- Label Score
- CcGAN: Continuous Conditional Generative Adversarial Networks for Image Generation, ICLR 2021
- Sliced Wasserstein distance
- Sliced Wasserstein distance: Wasserstein barycenter and its application to texture mixing, SSVM 2011
- Progressive Growing of GANs for Improved Quality, Stability, and Variation, ICLR 2018
- Structural similarity (SSIM)
- Structural similarity (SSIM): Multiscale structural similarity for image quality assessment, Systems & Computers 2003
- Progressive Growing of GANs for Improved Quality, Stability, and Variation, ICLR 2018
- Linear separability
- A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019
- Frechét inception distance(FID)
- GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium, NeurIPS 2017: Paper
- (StyleGAN) A Style-Based Generator Architecture for Generative Adversarial Networks, CVPR 2019: Paper
- (StarGAN) Stargan v2: Diverse image synthesis for multiple domains, CVPR 2020**: Paper**
- (HifaFACE) High-Fidelity and Arbitrary Face Editing, CVPR 2021: Paper
- (LoFGAN) LoFGAN: Fusing Local Representations for Few-shot Image Generation, ICCV 2021: Paper
- (CONFIG) CONFIG: Controllable Neural Face Image Generation, ECCV 2020: Paper
- (CAFE-GAN) CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature, ECCV 2020: Paper
- High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images, ECCV 2020: Paper
- (DeepFacePencil) DeepFacePencil: Creating Face Images from Freehand Sketches, ACM MM 2020: Paper
- Learned Perceptual Image Patch Similarity(LPIPS)
- Quality Score(QS)
- GIQA: Generated Image Quality Assessment, ECCV 2020: Paper
- (HifaFACE) High-Fidelity and Arbitrary Face Editing, CVPR 2021: Paper
- Self Reconstruction Error(SRE)
- High-Fidelity and Arbitrary Face Editing, CVPR 2021: Paper
- kernel Inception Distance(KID)
- Demystifying mmd gans, ICLR 2018: Paper
- A Style-aware Discriminator for Controllable Image Translation, CVPR 2022: Paper
- AUC
- The use of the area under the ROC curve in the evaluation of machine learning algorithms, Pattern recognition 1997: Paper
- (DAAE) Hierarchical Face Aging through Disentangled Latent Characteristics, ECCV 2020: Paper
- (GDFace) GDFace: Gated Deformation for Multi-view Face Image Synthesis, AAAI 2020: Paper
- Attribute class Accuracy
- CAFE-GAN: Arbitrary Face Attribute Editing with Complementary Attention Feature, ECCV 2020: Paper
- Face verification Accuracy
- GDFace: Gated Deformation for Multi-view Face Image Synthesis, AAAI 2020: Paper
- Inception Score
- Peak Signal-to-Noise Ratios (PSNR)
- (ETGAN) Talking Face Generation with Expression-Tailored Generative Adversarial Network, ACM MM 2020: Paper
- Average Content Distance
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