Cover Image

ToonOut: Fine-tuned Background-Removal for Anime Characters

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Muratori, Matteo, Seytre, Joël
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

GANime: Generating Anime and Manga Character Drawings from Sketches with Deep Learning
by: Vu, Tai, et al.
Published: (2025)

AnimeAdapter: Fine-grained and Consistent Zero-shot Anime Character Generation
by: Han, Yixuan
Published: (2026)

Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP
by: Singh, Naman Deep, et al.
Published: (2024)

Fine-tuning with Very Large Dropout
by: Zhang, Jianyu, et al.
Published: (2024)

Personalized Preference Fine-tuning of Diffusion Models
by: Dang, Meihua, et al.
Published: (2025)

Fine-tuning Vision Classifiers On A Budget
by: Kumar, Sunil, et al.
Published: (2024)

Predictive Coding-based Deep Neural Network Fine-tuning for Computationally Efficient Domain Adaptation
by: Cardoni, Matteo, et al.
Published: (2025)

Improved Regularization and Robustness for Fine-tuning in Neural Networks
by: Li, Dongyue, et al.
Published: (2021)

Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
by: Liang, Jian, et al.
Published: (2023)

Connect Later: Improving Fine-tuning for Robustness with Targeted Augmentations
by: Qu, Helen, et al.
Published: (2024)

Towards Compatible Fine-tuning for Vision-Language Model Updates
by: Wang, Zhengbo, et al.
Published: (2024)

SWiFT: Soft-Mask Weight Fine-tuning for Bias Mitigation
by: Yan, Junyu, et al.
Published: (2025)

RankFeat&RankWeight: Rank-1 Feature/Weight Removal for Out-of-distribution Detection
by: Song, Yue, et al.
Published: (2023)

ToonAging: Face Re-Aging upon Artistic Portrait Style Transfer
by: Kim, Bumsoo, et al.
Published: (2024)

Exploiting Layer Normalization Fine-tuning in Visual Transformer Foundation Models for Classification
by: Tan, Zhaorui, et al.
Published: (2025)

Fine-tuned Vision Language Model for Localization of Parasitic Eggs in Microscopic Images
by: Sien, Chan Hao, et al.
Published: (2026)

Fine-tuning can cripple your foundation model; preserving features may be the solution
by: Mukhoti, Jishnu, et al.
Published: (2023)

Fine-tuning Quantized Neural Networks with Zeroth-order Optimization
by: Shang, Sifeng, et al.
Published: (2025)

The Impact of Background Removal on Performance of Neural Networks for Fashion Image Classification and Segmentation
by: Liang, Junhui, et al.
Published: (2023)

Data Selection for Fine-tuning Vision Language Models via Cross Modal Alignment Trajectories
by: Naharas, Nilay, et al.
Published: (2025)

Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
by: Li, Kaican, et al.
Published: (2024)

Breaking the Limits of Open-Weight CLIP: An Optimization Framework for Self-supervised Fine-tuning of CLIP
by: Mehta, Anant, et al.
Published: (2026)

SegFormer Fine-Tuning with Dropout: Advancing Hair Artifact Removal in Skin Lesion Analysis
by: Saad, Asif Mohammed, et al.
Published: (2025)

Fine-tuning MLLMs Without Forgetting Is Easier Than You Think
by: Li, He, et al.
Published: (2026)

FedMLLM: Federated Fine-tuning MLLM on Multimodal Heterogeneity Data
by: Xu, Binqian, et al.
Published: (2024)

ReMem: Mutual Information-Aware Fine-tuning of Pretrained Vision Transformers for Effective Knowledge Distillation
by: Dong, Chengyu, et al.
Published: (2025)

Scale, Don't Fine-tune: Guiding Multimodal LLMs for Efficient Visual Place Recognition at Test-Time
by: Cheng, Jintao, et al.
Published: (2025)

SelaFD:Seamless Adaptation of Vision Transformer Fine-tuning for Radar-based Human Activity Recognition
by: Wang, Yijun, et al.
Published: (2025)

Paint Bucket Colorization Using Anime Character Color Design Sheets
by: Dai, Yuekun, et al.
Published: (2024)

Pre-Trained Model Recommendation for Downstream Fine-tuning
by: Bai, Jiameng, et al.
Published: (2024)

Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting
by: Huang, Chen, et al.
Published: (2025)

Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models
by: Han, Xu, et al.
Published: (2024)

DreamBlend: Advancing Personalized Fine-tuning of Text-to-Image Diffusion Models
by: Ram, Shwetha, et al.
Published: (2024)

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
by: Zhou, Yiyang, et al.
Published: (2024)

MM1.5: Methods, Analysis & Insights from Multimodal LLM Fine-tuning
by: Zhang, Haotian, et al.
Published: (2024)

LoCO: Low-rank Compositional Rotation Fine-tuning
by: Nguyen, An, et al.
Published: (2026)

Fine-tuning CLIP Text Encoders with Two-step Paraphrasing
by: Kim, Hyunjae, et al.
Published: (2024)

Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning
by: Sehanobish, Arijit, et al.
Published: (2024)

Improving Chinese Character Representation with Formation Tree
by: Hong, Yang, et al.
Published: (2024)

Towards Higher Effective Rank in Parameter-efficient Fine-tuning using Khatri--Rao Product
by: Albert, Paul, et al.
Published: (2025)