Papers Face Model
“Face Model” 태그가 달린 논문 212편 · 필터 해제
Scaling Context, Not Parameters: Training a Compact 7B Language Model for Efficient Long-Context Processing
We present MegaBeam-Mistral-7B, a language model that supports 512K-token context length. Our work addresses practical limitations in long-context training, supporting real-world tasks such as compliance monitoring and v…
Face ModelIn-Context LearningLanguage ModelingLanguage Modelling+2Pixel3DMM: Versatile Screen-Space Priors for Single-Image 3D Face Reconstruction
We address the 3D reconstruction of human faces from a single RGB image. To this end, we propose Pixel3DMM, a set of highly-generalized vision transformers which predict per-pixel geometric cues in order to constrain the…
3D Face Reconstruction3D ReconstructionDiversityFace Model+1Diffusion-based Facial Aesthetics Enhancement with 3D Structure Guidance
Facial Aesthetics Enhancement (FAE) aims to improve facial attractiveness by adjusting the structure and appearance of a facial image while preserving its identity as much as possible. Most existing methods adopted deep …
Face ModelStyleMorpheus: A Style-Based 3D-Aware Morphable Face Model
For 3D face modeling, the recently developed 3D-aware neural rendering methods are able to render photorealistic face images with arbitrary viewing directions. The training of the parametric controllable 3D-aware face mo…
DecoderDisentanglementFace ModelFace Reconstruction+1Where is my Glass Slipper? AI, Poetry and Art
This literature review interrogates the intersections between artificial intelligence, poetry, and art, offering a comprehensive exploration of both historical evolution and current debates in digital creative practices.…
Face ModelMarketingContinual Learning of Personalized Generative Face Models with Experience Replay
We introduce a novel continual learning problem: how to sequentially update the weights of a personalized 2D and 3D generative face model as new batches of photos in different appearances, styles, poses, and lighting are…
Continual LearningFace Model3D Face Reconstruction From Radar Images
The 3D reconstruction of faces gains wide attention in computer vision and is used in many fields of application, for example, animation, virtual reality, and even forensics. This work is motivated by monitoring patients…
3D Face Reconstruction3D ReconstructionFace ModelFace ReconstructionEyelid Fold Consistency in Facial Modeling
Eyelid shape is integral to identity and likeness in human facial modeling. Human eyelids are diverse in appearance with varied skin fold and epicanthal fold morphology between individuals. Existing parametric face model…
Face ModelCafca: High-quality Novel View Synthesis of Expressive Faces from Casual Few-shot Captures
Volumetric modeling and neural radiance field representations have revolutionized 3D face capture and photorealistic novel view synthesis. However, these methods often require hundreds of multi-view input images and are …
Face ModelNovel View SynthesisEfficient Low-Resolution Face Recognition via Bridge Distillation
Face recognition in the wild is now advancing towards light-weight models, fast inference speed and resolution-adapted capability. In this paper, we propose a bridge distillation approach to turn a complex face model pre…
CPUDataset DistillationFace ModelFace Recognition+3SPARK: Self-supervised Personalized Real-time Monocular Face Capture
Feedforward monocular face capture methods seek to reconstruct posed faces from a single image of a person. Current state of the art approaches have the ability to regress parametric 3D face models in real-time across a …
3D ReconstructionFace ModelFace ReconstructionFace Swapping+1G2Face: High-Fidelity Reversible Face Anonymization via Generative and Geometric Priors
Reversible face anonymization, unlike traditional face pixelization, seeks to replace sensitive identity information in facial images with synthesized alternatives, preserving privacy without sacrificing image clarity. T…
DecoderFace AnonymizationFace ModelSemantic Communications for 3D Human Face Transmission with Neural Radiance Fields
This paper investigates the transmission of three-dimensional (3D) human face content for immersive communication over a rate-constrained transmitter-receiver link. We propose a new framework named NeRF-SeCom, which leve…
Face ModelNeRFMultimodal Conditional 3D Face Geometry Generation
We present a new method for multimodal conditional 3D face geometry generation that allows user-friendly control over the output identity and expression via a number of different conditioning signals. Within a single mod…
3D geometryFace GenerationFace ModelRobust 3D Face Alignment with Multi-Path Neural Architecture Search
3D face alignment is a very challenging and fundamental problem in computer vision. Existing deep learning-based methods manually design different networks to regress either parameters of a 3D face model or 3D positions …
3D Face AlignmentFace AlignmentFace ModelNeural Architecture SearchFaceGPT: Self-supervised Learning to Chat about 3D Human Faces
We introduce FaceGPT, a self-supervised learning framework for Large Vision-Language Models (VLMs) to reason about 3D human faces from images and text. Typical 3D face reconstruction methods are specialized algorithms th…
3D Face ReconstructionFace ModelFace ReconstructionInstruction Following+2Unsupervised learning of Data-driven Facial Expression Coding System (DFECS) using keypoint tracking
The development of existing facial coding systems, such as the Facial Action Coding System (FACS), relied on manual examination of facial expression videos for defining Action Units (AUs). To overcome the labor-intensive…
Dictionary LearningDimensionality ReductionFace ModelAdaFedFR: Federated Face Recognition with Adaptive Inter-Class Representation Learning
With the growing attention on data privacy and communication security in face recognition applications, federated learning has been introduced to learn a face recognition model with decentralized datasets in a privacy-pr…
Face ModelFace RecognitionFederated LearningPrivacy Preserving+1Deep Learning-Based Quasi-Conformal Surface Registration for Partial 3D Faces Applied to Facial Recognition
3D face registration is an important process in which a 3D face model is aligned and mapped to a template face. However, the task of 3D face registration becomes particularly challenging when dealing with partial face da…
Face ModelNeRFFaceSpeech: One-shot Audio-driven 3D Talking Head Synthesis via Generative Prior
Audio-driven talking head generation is advancing from 2D to 3D content. Notably, Neural Radiance Field (NeRF) is in the spotlight as a means to synthesize high-quality 3D talking head outputs. Unfortunately, this NeRF-b…
Face ModelNeRFTalking Head Generation