Cover Image

Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kniesel, Hannah, Hermosilla, Pedro, Ropinski, Timo
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unsupervised Semantic Segmentation Through Depth-Guided Feature Correlation and Sampling
by: Sick, Leon, et al.
Published: (2023)

CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation
by: Sick, Leon, et al.
Published: (2024)

S2D: Sparse-To-Dense Keymask Distillation for Unsupervised Video Instance Segmentation
by: Sick, Leon, et al.
Published: (2025)

Attention-Guided Masked Autoencoders For Learning Image Representations
by: Sick, Leon, et al.
Published: (2024)

Unified Semantic Transformer for 3D Scene Understanding
by: Koch, Sebastian, et al.
Published: (2025)

OpenHype: Hyperbolic Embeddings for Hierarchical Open-Vocabulary Radiance Fields
by: Weijler, Lisa, et al.
Published: (2025)

Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships
by: Koch, Sebastian, et al.
Published: (2024)

RepControlNet: ControlNet Reparameterization
by: Deng, Zhaoli, et al.
Published: (2024)

Weakly Supervised Virus Capsid Detection with Image-Level Annotations in Electron Microscopy Images
by: Kniesel, Hannah, et al.
Published: (2025)

PG-ControlNet: A Physics-Guided ControlNet for Generative Spatially Varying Image Deblurring
by: Motorcu, Hakki, et al.
Published: (2025)

When ControlNet Meets Inexplicit Masks: A Case Study of ControlNet on its Contour-following Ability
by: Xuan, Wenjie, et al.
Published: (2024)

RelationField: Relate Anything in Radiance Fields
by: Koch, Sebastian, et al.
Published: (2024)

Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation
by: Spoecklberger, Johannes, et al.
Published: (2025)

SmartControl: Enhancing ControlNet for Handling Rough Visual Conditions
by: Liu, Xiaoyu, et al.
Published: (2024)

A Survey on Quality Metrics for Text-to-Image Generation
by: Hartwig, Sebastian, et al.
Published: (2024)

EasyControl: Transfer ControlNet to Video Diffusion for Controllable Generation and Interpolation
by: Wang, Cong, et al.
Published: (2024)

Leveraging Self-Supervised Vision Transformers for Segmentation-based Transfer Function Design
by: Engel, Dominik, et al.
Published: (2023)

Meta ControlNet: Enhancing Task Adaptation via Meta Learning
by: Yang, Junjie, et al.
Published: (2023)

SemanticControl: A Training-Free Approach for Handling Loosely Aligned Visual Conditions in ControlNet
by: Joung, Woosung, et al.
Published: (2025)

ViscoNet: Bridging and Harmonizing Visual and Textual Conditioning for ControlNet
by: Cheong, Soon Yau, et al.
Published: (2023)

Layout-to-Image Generation with Localized Descriptions using ControlNet with Cross-Attention Control
by: Lukovnikov, Denis, et al.
Published: (2024)

ControlNet-XS: Rethinking the Control of Text-to-Image Diffusion Models as Feedback-Control Systems
by: Zavadski, Denis, et al.
Published: (2023)

LOVECon: Text-driven Training-Free Long Video Editing with ControlNet
by: Liao, Zhenyi, et al.
Published: (2023)

Mask-ControlNet: Higher-Quality Image Generation with An Additional Mask Prompt
by: Huang, Zhiqi, et al.
Published: (2024)

Abstract Art Interpretation Using ControlNet
by: Srivastava, Rishabh, et al.
Published: (2024)

Evaluating Graphical Perception Capabilities of Vision Transformers
by: Poonam, Poonam, et al.
Published: (2026)

Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback
by: Konovalova, Nina, et al.
Published: (2025)

Adaptively Distilled ControlNet: Accelerated Training and Superior Sampling for Medical Image Synthesis
by: Qiu, Kunpeng, et al.
Published: (2025)

ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback
by: Li, Ming, et al.
Published: (2024)

DC-ControlNet: Decoupling Inter- and Intra-Element Conditions in Image Generation with Diffusion Models
by: Yang, Hongji, et al.
Published: (2025)

Enhanced Generative Data Augmentation for Semantic Segmentation via Stronger Guidance
by: Che, Quang-Huy, et al.
Published: (2024)

Uncertainty-Aware ControlNet: Bridging Domain Gaps with Synthetic Image Generation
by: Niemeijer, Joshua, et al.
Published: (2025)

MambaControl: Anatomy Graph-Enhanced Mamba ControlNet with Fourier Refinement for Diffusion-Based Disease Trajectory Prediction
by: Yang, Hao, et al.
Published: (2025)

SSeg: Active Sparse Point-Label Augmentation for Semantic Segmentation
by: Borja, Cesar, et al.
Published: (2025)

Bayesian Active Learning for Semantic Segmentation
by: Didari, Sima, et al.
Published: (2024)

ContRail: A Framework for Realistic Railway Image Synthesis using ControlNet
by: Alexandrescu, Andrei-Robert, et al.
Published: (2024)

TTT-KD: Test-Time Training for 3D Semantic Segmentation through Knowledge Distillation from Foundation Models
by: Weijler, Lisa, et al.
Published: (2024)

JieHua Paintings Style Feature Extracting Model using Stable Diffusion with ControlNet
by: Gu, Yujia, et al.
Published: (2024)

BIMII-Net: Brain-Inspired Multi-Iterative Interactive Network for RGB-T Road Scene Semantic Segmentation
by: Qiu, Hanshuo, et al.
Published: (2025)

ICAS: IP Adapter and ControlNet-based Attention Structure for Multi-Subject Style Transfer Optimization
by: Liu, Fuwei
Published: (2025)