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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/ningyu1991/ArtificialGANFingerprints

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Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data

https://github.com/nithin-gk/t2v-ddpm

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T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models

https://github.com/nkjcqvcpi/asr

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A Challenging Benchmark of Anime Style Recognition

https://github.com/noboevbo/pedrec

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PedRecNet: Multi-task deep neural network for full 3D human pose and orientation estimation

https://github.com/nomewang/mcf

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Toward High Quality Facial Representation Learning

https://github.com/nordlinglab/facealignment-survey

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A survey and classification of face alignment methods based on face models

https://github.com/nothingelse92/AnchorFace

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AnchorFace: An Anchor-based Facial Landmark Detector Across Large Poses

https://github.com/nowindbutrain/blockshufflelearning

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Block shuffling learning for Deepfake Detection

https://github.com/ntubiolin/xcos

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xCos: An Explainable Cosine Metric for Face Verification Task

https://github.com/nuriachandra/deepfake-eval-2024

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Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024

https://github.com/nvedant07/Fairness-Through-Robustness

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Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning

https://github.com/nxsEdson/MLCR

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Multi-label Co-regularization for Semi-supervised Facial Action Unit Recognition

https://github.com/nyu-dice-lab/circumventing-concept-erasure

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Circumventing Concept Erasure Methods For Text-to-Image Generative Models

https://github.com/nz0001na/mad_maf

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Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting

https://github.com/o-ikne/emotion-gan

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eMotion-GAN: A Motion-based GAN for Photorealistic and Facial Expression Preserving Frontal View Synthesis

https://github.com/oarriaga/face_classification

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Real-time Convolutional Neural Networks for Emotion and Gender Classification

https://github.com/oidelima/Deepfake-Detection

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Deepfake Detection using Spatiotemporal Convolutional Networks

https://github.com/omggggg/mmdg

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Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing

https://github.com/omidmnezami/Engagement-Recognition

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Automatic Recognition of Student Engagement using Deep Learning and Facial Expression

https://github.com/ondyari/FaceForensics

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FaceForensics++: Learning to Detect Manipulated Facial Images

https://github.com/onion-liu/BlendGAN

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BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation

https://github.com/open-debin/mm2latent

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MM2Latent: Text-to-facial image generation and editing in GANs with multimodal assistance

https://github.com/opencv/openvino_training_extensions

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Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning

https://github.com/opentrack/neuralnet-tracker-traincode

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On the power of data augmentation for head pose estimation

https://github.com/opontorno/dcts_analysis_deepfakes

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On the Exploitation of DCT-Traces in the Generative-AI Domain

https://github.com/oppo-mente-lab/facescore

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FaceScore: Benchmarking and Enhancing Face Quality in Human Generation

https://github.com/orchidchetiaphukan/multilingualptm_add_naacl24

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Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake

https://github.com/osamazeeshan/subject-based-domain-adaptation-for-fer

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Subject-Based Domain Adaptation for Facial Expression Recognition

https://github.com/otroshi/edgeface

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EdgeFace: Efficient Face Recognition Model for Edge Devices

https://github.com/otroshi/synthdistill

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SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data

https://github.com/paarthneekhara/facesignsdemo

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FaceSigns: Semi-Fragile Neural Watermarks for Media Authentication and Countering Deepfakes

https://github.com/pablovin/AffectiveMemoryFramework

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The FaceChannel: A Light-weight Deep Neural Network for Facial Expression Recognition

https://github.com/panasonicconnect/invreg

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Invariant Feature Regularization for Fair Face Recognition

https://github.com/papermsucode/fullbboxrestoration

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Darker than Black-Box: Face Reconstruction from Similarity Queries

https://github.com/paplhjak/facial-age-estimation-benchmark

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A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark

https://github.com/parham1998/facial-privacy-protection

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Enhancing Facial Privacy Protection via Weakening Diffusion Purification

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