Cover Image

Active Label Correction for Semantic Segmentation with Foundation Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Hoyoung, Hwang, Sehyun, Kwak, Suha, Ok, Jungseul
Format:	Preprint
Published:	2024
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

Enhancing Cost Efficiency in Active Learning with Candidate Set Query
by: Gwon, Yeho, et al.
Published: (2025)

Extreme Point Supervised Instance Segmentation
by: Lee, Hyeonjun, et al.
Published: (2024)

Active Prompt Learning with Vision-Language Model Priors
by: Kim, Hoyoung, et al.
Published: (2024)

VIRO: Robust and Efficient Neuro-Symbolic Reasoning with Verification for Referring Expression Comprehension
by: Park, Hyejin, et al.
Published: (2026)

Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization
by: Kim, Nayeong, et al.
Published: (2024)

ChimeraLoRA: Multi-Head LoRA-Guided Synthetic Datasets
by: Kim, Hoyoung, et al.
Published: (2026)

FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions
by: Lee, Sohyun, et al.
Published: (2024)

RePL: Pseudo-label Refinement for Semi-supervised LiDAR Semantic Segmentation
by: Kwon, Donghyeon, et al.
Published: (2026)

Extending CLIP's Image-Text Alignment to Referring Image Segmentation
by: Kim, Seoyeon, et al.
Published: (2023)

ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
by: Gong, Dayoung, et al.
Published: (2024)

GaRA-SAM: Robustifying Segment Anything Model with Gated-Rank Adaptation
by: Lee, Sohyun, et al.
Published: (2025)

A$^2$LC: Active and Automated Label Correction for Semantic Segmentation
by: Jeon, Youjin, et al.
Published: (2025)

Tempered Self-Similarity Alignment for Physically Plausible Video Generation
by: Kim, Manjin, et al.
Published: (2026)

Part-Aware Bottom-Up Group Reasoning for Fine-Grained Social Interaction Detection
by: Kim, Dongkeun, et al.
Published: (2025)

Edge-Aware Image Manipulation via Diffusion Models with a Novel Structure-Preservation Loss
by: Gong, Minsu, et al.
Published: (2026)

Towards More Practical Group Activity Detection: A New Benchmark and Model
by: Kim, Dongkeun, et al.
Published: (2023)

Bootstrapping Top-down Information for Self-modulating Slot Attention
by: Kim, Dongwon, et al.
Published: (2024)

Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
by: Kim, Sungyeon, et al.
Published: (2024)

Visual Prompt Discovery via Semantic Exploration
by: Kim, Jaechang, et al.
Published: (2026)

EPIC: Efficient Predicate-Guided Inference-Time Control for Compositional Text-to-Image Generation
by: Mun, Sunung, et al.
Published: (2026)

POS-ISP: Pipeline Optimization at the Sequence Level for Task-aware ISP
by: Won, Jiyun, et al.
Published: (2026)

Addressing Text Embedding Leakage in Diffusion-based Image Editing
by: Mun, Sunung, et al.
Published: (2024)

Online Temporal Action Localization with Memory-Augmented Transformer
by: Song, Youngkil, et al.
Published: (2024)

PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery
by: Park, Jicheol, et al.
Published: (2024)

Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
by: Jeong, Boseung, et al.
Published: (2025)

AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction
by: Zou, Pufan, et al.
Published: (2024)

Robust Promptable Video Object Segmentation
by: Lee, Sohyun, et al.
Published: (2026)

Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning
by: Kim, Sungyeon, et al.
Published: (2023)

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

GroupCoOp: Group-robust Fine-tuning via Group Prompt Learning
by: Kim, Nayeong, et al.
Published: (2025)

MedBN: Robust Test-Time Adaptation against Malicious Test Samples
by: Park, Hyejin, et al.
Published: (2024)

Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models
by: Chen, Zhaozheng, et al.
Published: (2023)

Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels
by: Shin, Heeseong, et al.
Published: (2024)

Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation
by: Kim, Beomyoung, et al.
Published: (2024)

Improving Text-based Person Search via Part-level Cross-modal Correspondence
by: Park, Jicheol, et al.
Published: (2024)

Unsupervised Semantic Segmentation in Synchrotron Computed Tomography with Self-Correcting Pseudo Labels
by: Yunker, Austin, et al.
Published: (2026)

Improving Sound Source Localization with Joint Slot Attention on Image and Audio
by: Kim, Inho, et al.
Published: (2025)

Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation
by: Xiao, Hui, et al.
Published: (2024)

Structured State-Space Regularization for Generation-Friendly Image Tokenization
by: Lee, Jinsung, et al.
Published: (2026)

Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model
by: Kim, Dongwon, et al.
Published: (2026)