From Obstacles to Resources: Semi-supervised Learning Faces Synthetic Data Contamination
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Zerun, Mao, Jiafeng, Xiang, Liuyu, Yamasaki, Toshihiko |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning
por: Wang, Zerun, et al.
Publicado: (2024)
por: Wang, Zerun, et al.
Publicado: (2024)
Online Open-set Semi-supervised Object Detection with Dual Competing Head
por: Wang, Zerun, et al.
Publicado: (2023)
por: Wang, Zerun, et al.
Publicado: (2023)
Dealing with Synthetic Data Contamination in Online Continual Learning
por: Wang, Maorong, et al.
Publicado: (2024)
por: Wang, Maorong, et al.
Publicado: (2024)
Difficulty Controlled Diffusion Model for Synthesizing Effective Training Data
por: Wang, Zerun, et al.
Publicado: (2024)
por: Wang, Zerun, et al.
Publicado: (2024)
Reward Incremental Learning in Text-to-Image Generation
por: Wang, Maorong, et al.
Publicado: (2024)
por: Wang, Maorong, et al.
Publicado: (2024)
Face2Diffusion for Fast and Editable Face Personalization
por: Shiohara, Kaede, et al.
Publicado: (2024)
por: Shiohara, Kaede, et al.
Publicado: (2024)
Mirai: Autoregressive Visual Generation Needs Foresight
por: Yu, Yonghao, et al.
Publicado: (2026)
por: Yu, Yonghao, et al.
Publicado: (2026)
ExposeAnyone: Personalized Audio-to-Expression Diffusion Models Are Robust Zero-Shot Face Forgery Detectors
por: Shiohara, Kaede, et al.
Publicado: (2026)
por: Shiohara, Kaede, et al.
Publicado: (2026)
A Multihead Continual Learning Framework for Fine-Grained Fashion Image Retrieval with Contrastive Learning and Exponential Moving Average Distillation
por: Xiao, Ling, et al.
Publicado: (2026)
por: Xiao, Ling, et al.
Publicado: (2026)
Unified Vector Floorplan Generation via Markup Representation
por: Shiohara, Kaede, et al.
Publicado: (2026)
por: Shiohara, Kaede, et al.
Publicado: (2026)
CE-FAM: Concept-Based Explanation via Fusion of Activation Maps
por: Kuroki, Michihiro, et al.
Publicado: (2025)
por: Kuroki, Michihiro, et al.
Publicado: (2025)
BSED: Baseline Shapley-Based Explainable Detector
por: Kuroki, Michihiro, et al.
Publicado: (2023)
por: Kuroki, Michihiro, et al.
Publicado: (2023)
Bias Beyond Demographics: Probing Decision Boundaries in Black-Box LVLMs via Counterfactual VQA
por: Zhao, Zaiying, et al.
Publicado: (2025)
por: Zhao, Zaiying, et al.
Publicado: (2025)
Iterative Self-Improvement of Vision Language Models for Image Scoring and Self-Explanation
por: Tanji, Naoto, et al.
Publicado: (2025)
por: Tanji, Naoto, et al.
Publicado: (2025)
Noisy Label Refinement with Semantically Reliable Synthetic Images
por: Li, Yingxuan, et al.
Publicado: (2025)
por: Li, Yingxuan, et al.
Publicado: (2025)
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition
por: Sun, Zhonglin, et al.
Publicado: (2024)
por: Sun, Zhonglin, et al.
Publicado: (2024)
Theoretical Understanding of Learning from Adversarial Perturbations
por: Kumano, Soichiro, et al.
Publicado: (2024)
por: Kumano, Soichiro, et al.
Publicado: (2024)
Language-guided Detection and Mitigation of Unknown Dataset Bias
por: Zhao, Zaiying, et al.
Publicado: (2024)
por: Zhao, Zaiying, et al.
Publicado: (2024)
ControlVP: Interactive Geometric Refinement of AI-Generated Images with Consistent Vanishing Points
por: Okumura, Ryota, et al.
Publicado: (2025)
por: Okumura, Ryota, et al.
Publicado: (2025)
Wide Two-Layer Networks can Learn from Adversarial Perturbations
por: Kumano, Soichiro, et al.
Publicado: (2024)
por: Kumano, Soichiro, et al.
Publicado: (2024)
A Universal Railway Obstacle Detection System based on Semi-supervised Segmentation And Optical Flow
por: Guo, Qiushi
Publicado: (2024)
por: Guo, Qiushi
Publicado: (2024)
FaceLift: Semi-supervised 3D Facial Landmark Localization
por: Ferman, David, et al.
Publicado: (2024)
por: Ferman, David, et al.
Publicado: (2024)
Rethinking Class-Incremental Learning from a Dynamic Imbalanced Learning Perspective
por: Wang, Leyuan, et al.
Publicado: (2024)
por: Wang, Leyuan, et al.
Publicado: (2024)
Language-Guided Self-Supervised Video Summarization Using Text Semantic Matching Considering the Diversity of the Video
por: Sugihara, Tomoya, et al.
Publicado: (2024)
por: Sugihara, Tomoya, et al.
Publicado: (2024)
Joint Fusion and Encoding: Advancing Multimodal Retrieval from the Ground Up
por: Huang, Lang, et al.
Publicado: (2025)
por: Huang, Lang, et al.
Publicado: (2025)
FaceGPT: Self-supervised Learning to Chat about 3D Human Faces
por: Wang, Haoran, et al.
Publicado: (2024)
por: Wang, Haoran, et al.
Publicado: (2024)
Adversarial Training from Mean Field Perspective
por: Kumano, Soichiro, et al.
Publicado: (2025)
por: Kumano, Soichiro, et al.
Publicado: (2025)
Auto-Comp: An Automated Pipeline for Scalable Compositional Probing of Contrastive Vision-Language Models
por: Sbrolli, Cristian, et al.
Publicado: (2026)
por: Sbrolli, Cristian, et al.
Publicado: (2026)
Adversarially Pretrained Transformers May Be Universally Robust In-Context Learners
por: Kumano, Soichiro, et al.
Publicado: (2025)
por: Kumano, Soichiro, et al.
Publicado: (2025)
Spectral Probing of Feature Upsamplers in 2D-to-3D Scene Reconstruction
por: Xiao, Ling, et al.
Publicado: (2026)
por: Xiao, Ling, et al.
Publicado: (2026)
Semi-LAR: Semi-supervised Contrastive Learning with Linear Attention for Removal of Nighttime Flares
por: Zhu, Xiyu, et al.
Publicado: (2026)
por: Zhu, Xiyu, et al.
Publicado: (2026)
PolyGen: Fully Synthetic Vision-Language Training via Multi-Generator Ensembles
por: Brusini, Leonardo, et al.
Publicado: (2026)
por: Brusini, Leonardo, et al.
Publicado: (2026)
SDFR: Synthetic Data for Face Recognition Competition
por: Shahreza, Hatef Otroshi, et al.
Publicado: (2024)
por: Shahreza, Hatef Otroshi, et al.
Publicado: (2024)
LORE: Latent Optimization for Precise Semantic Control in Rectified Flow-based Image Editing
por: Ouyang, Liangyang, et al.
Publicado: (2025)
por: Ouyang, Liangyang, et al.
Publicado: (2025)
Color-$S^{4}L$: Self-supervised Semi-supervised Learning with Image Colorization
por: Chen, Hanxiao
Publicado: (2024)
por: Chen, Hanxiao
Publicado: (2024)
Continual Distillation of Teachers from Different Domains
por: Michel, Nicolas, et al.
Publicado: (2026)
por: Michel, Nicolas, et al.
Publicado: (2026)
Boosting Sclera Segmentation through Semi-supervised Learning with Fewer Labels
por: Wang, Guanjun, et al.
Publicado: (2025)
por: Wang, Guanjun, et al.
Publicado: (2025)
Attribute-Guided Multi-Level Attention Network for Fine-Grained Fashion Retrieval
por: Xiao, Ling, et al.
Publicado: (2022)
por: Xiao, Ling, et al.
Publicado: (2022)
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data
por: Paul, Sneha, et al.
Publicado: (2024)
por: Paul, Sneha, et al.
Publicado: (2024)
Sequential Visual and Semantic Consistency for Semi-supervised Text Recognition
por: Yang, Mingkun, et al.
Publicado: (2024)
por: Yang, Mingkun, et al.
Publicado: (2024)
Ejemplares similares
-
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning
por: Wang, Zerun, et al.
Publicado: (2024) -
Online Open-set Semi-supervised Object Detection with Dual Competing Head
por: Wang, Zerun, et al.
Publicado: (2023) -
Dealing with Synthetic Data Contamination in Online Continual Learning
por: Wang, Maorong, et al.
Publicado: (2024) -
Difficulty Controlled Diffusion Model for Synthesizing Effective Training Data
por: Wang, Zerun, et al.
Publicado: (2024) -
Reward Incremental Learning in Text-to-Image Generation
por: Wang, Maorong, et al.
Publicado: (2024)