Caricature

Description from the archive archive 2025-07-28.

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

20 shown of 20 papers with code (37 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• CariMe: Unpaired Caricature Generation with Multiple Exaggerations
  1 Oct 2020 2 repositories listed
  Previous caricature generation methods are obsessed with predicting definite image warping from a given photo while ignoring the intrinsic representation and distribution for exaggerations in caricatures.
• CaricatureBooth: Data-Free Interactive Caricature Generation in a Photo Booth
  1 Jan 2025 1 repository listed
  A key challenge in caricature generation is two-fold: the scarcity of high-quality caricature data and the difficulty in enabling precise creative control over the exaggeration process while maintaining identity.
• Structured methods for parameter inference and uncertainty quantification for mechanistic models in the life sciences
  4 Mar 2024 1 repository listed
  Parameter inference and uncertainty quantification are important steps when relating mathematical models to real-world observations, and when estimating uncertainty in model predictions.
• Towards Multi-domain Face Landmark Detection with Synthetic Data from Diffusion model
  24 Jan 2024 1 repository listed
  Finally, we fine-tuned a pre-trained face landmark detection model on the synthetic dataset to achieve multi-domain face landmark detection.
• CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations
  17 Oct 2023 1 repository listed Syntology ran 3 of 4 samples · 1 unverified · 4 pointer-only (licence)
  Recent work has aimed to capture nuances of human behavior by using LLMs to simulate responses from particular demographics in settings like social science experiments and public opinion surveys.
• Implementing measurement error models with mechanistic mathematical models in a likelihood-based framework for estimation, identifiability analysis, and prediction in the life sciences
  4 Jul 2023 1 repository listed
  A fundamental and often overlooked choice in this approach involves relating the solution of a mathematical model with noisy and incomplete measurement data.
• Deep Deformable 3D Caricatures with Learned Shape Control
  29 Jul 2022 1 repository listed
  To achieve the goal, we propose an MLP-based framework for building a deformable surface model, which takes a latent code and produces a 3D surface.
• Dual-Domain Image Synthesis using Segmentation-Guided GAN
  19 Apr 2022 1 repository listed
  We build on the successes of few-shot StyleGAN and single-shot semantic segmentation to minimise the amount of training required in utilising two domains.
• StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation
  9 Jul 2021 1 repository listed
  Our framework, dubbed StyleCariGAN, automatically creates a realistic and detailed caricature from an input photo with optional controls on shape exaggeration degree and color stylization type.
• Learning to Caricature via Semantic Shape Transform
  12 Aug 2020 1 repository listed
  Caricature is an artistic drawing created to abstract or exaggerate facial features of a person.
• Unsupervised Domain Attention Adaptation Network for Caricature Attribute Recognition
  18 Jul 2020 1 repository listed
  The implementation of the proposed method is available at https://github.
• Landmark Detection and 3D Face Reconstruction for Caricature using a Nonlinear Parametric Model
  20 Apr 2020 1 repository listed
  To this end, we first build a dataset with various styles of 2D caricatures and their corresponding 3D shapes, and then build a parametric model on vertex based deformation space for 3D caricature face.
• AutoToon: Automatic Geometric Warping for Face Cartoon Generation
  6 Apr 2020 1 repository listed
  Caricature, a type of exaggerated artistic portrait, amplifies the distinctive, yet nuanced traits of human faces.
• 3D-CariGAN: An End-to-End Solution to 3D Caricature Generation from Face Photos
  15 Mar 2020 1 repository listed
  The most challenging issue for our system is that the source domain of face photos (characterized by normal 2D faces) is significantly different from the target domain of 3D caricatures (characterized by 3D exaggerated…
• Dynamic Deep Multi-task Learning for Caricature-Visual Face Recognition
  8 Nov 2019 1 repository listed
  Rather than the visual images, the face recognition of the caricatures is far from the performance of the visual images.
• Weakly-supervised Caricature Face Parsing through Domain Adaptation
  13 May 2019 1 repository listed
  However, current state-of-the-art face parsing methods require large amounts of labeled data on the pixel-level and such process for caricature is tedious and labor-intensive.
• Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks
  10 Sep 2018 1 repository listed
  We introduce a saliency-based distortion layer for convolutional neural networks that helps to improve the spatial sampling of input data for a given task.
• Deep Cross Modal Learning for Caricature Verification and Identification(CaVINet)
  31 Jul 2018 1 repository listed
  Further, recognizing the identity in the image by knowledge transfer using a combination of shared and modality specific representations, resulted in an unprecedented performance of 85% rank-1 accuracy for caricatures…
• Alive Caricature from 2D to 3D
  19 Mar 2018 1 repository listed
  Caricature is an art form that expresses subjects in abstract, simple and exaggerated view.
• Unpaired Photo-to-Caricature Translation on Faces in the Wild
  29 Nov 2017 1 repository listed
  We present an approach for learning to translate faces in the wild from the source photo domain to the target caricature domain with different styles, which can also be used for other high-level image-to-image…

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.