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Facial Recognition and Modelling

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하위 태스크: 26
평가표: 0
보존된 평가 기록: 0

Facial tasks in machine learning operate based on images or video frames (or other datasets) focussed on human faces.

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/JiejiangWu/FaceG2E

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Text-Guided 3D Face Synthesis -- From Generation to Editing

https://github.com/Juyong/CaricatureFace

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Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model

https://github.com/Juyong/FacePSNet

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Lightweight Photometric Stereo for Facial Details Recovery

https://github.com/KIT-MRT/latent_diffusion_face_anonymization

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LDFA: Latent Diffusion Face Anonymization for Self-driving Applications

https://github.com/KU-CVLAB/MoDiTalker

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MoDiTalker: Motion-Disentangled Diffusion Model for High-Fidelity Talking Head Generation

https://github.com/KUCognitiveInformaticsLab/PairwiseExpressionAnnotator

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HAPI: A Model for Learning Robot Facial Expressions from Human Preferences

https://github.com/KaenChan/ProbFace

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Fast and Reliable Probabilistic Face Embeddings in the Wild

https://github.com/KaimingHe/resnet-1k-layers

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Deep Residual Learning for Image Recognition

https://github.com/KamruzzamanAsif/BanglaFake

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BanglaFake: Constructing and Evaluating a Specialized Bengali Deepfake Audio Dataset

https://github.com/Kartik-3004/facexformer

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FaceXFormer: A Unified Transformer for Facial Analysis

https://github.com/KeqiangSun/FAB

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FAB: A Robust Facial Landmark Detection Framework for Motion-Blurred Videos

https://github.com/KikimorMay/MultiFace

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MultiFace: A Generic Training Mechanism for Boosting Face Recognition Performance

https://github.com/KnowledgeDiscovery/FaceSec

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FACESEC: A Fine-grained Robustness Evaluation Framework for Face Recognition Systems

https://github.com/KovenYu/state-information

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Weakly supervised discriminative feature learning with state information for person identification

https://github.com/LSIbabnikz/DifFIQA

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DifFIQA: Face Image Quality Assessment Using Denoising Diffusion Probabilistic Models

https://github.com/LeiJiangJNU/DAMDNet

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Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment

https://github.com/Leminhbinh0209/AAAI22-ADD

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ADD: Frequency Attention and Multi-View based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images

https://github.com/Leminhbinh0209/KappaFace

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KappaFace: Adaptive Additive Angular Margin Loss for Deep Face Recognition

https://github.com/LetterLiGo/SafeEar

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SafeEar: Content Privacy-Preserving Audio Deepfake Detection

https://github.com/Li-Chongyi/Lighting-the-Darkness-in-the-Deep-Learning-Era-Open

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Low-Light Image and Video Enhancement Using Deep Learning: A Survey

https://github.com/Li-Chongyi/Zero-DCE

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Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

https://github.com/Li-Wanhua/MetaAge

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MetaAge: Meta-Learning Personalized Age Estimators

https://github.com/Li-Wanhua/POEs

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Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression

https://github.com/LonglongaaaGo/EXE-GAN

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Do Inpainting Yourself: Generative Facial Inpainting Guided by Exemplars

https://github.com/Lotayou/Face-Renovation

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HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment

https://github.com/LynnHo/EigenGAN-Tensorflow

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EigenGAN: Layer-Wise Eigen-Learning for GANs

https://github.com/MASILab/BRAID

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Brain age identification from diffusion MRI synergistically predicts neurodegenerative disease

https://github.com/MCG-NJU/SADRNet

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SADRNet: Self-Aligned Dual Face Regression Networks for Robust 3D Dense Face Alignment and Reconstruction

https://github.com/MIvanovska/MAD-DDPM

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Face Morphing Attack Detection with Denoising Diffusion Probabilistic Models

https://github.com/MRzzm/DINet

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DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video

https://github.com/MSoumm/FaVFA

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Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification

https://github.com/MZMMSEC/SJEDD

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Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach

https://github.com/MZMMSEC/SO-DFD

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Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method

https://github.com/MahmoudRabea13/IdentiFace

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IdentiFace : A VGG Based Multimodal Facial Biometric System

https://github.com/MarekKowalski/DeepAlignmentNetwork

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Deep Alignment Network: A convolutional neural network for robust face alignment

https://github.com/MarekKowalski/HoloFace

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HoloFace: Augmenting Human-to-Human Interactions on HoloLens

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.