Cover Image

WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qian, Chenghao, Guo, Yuhu, Mo, Yuhong, Li, Wenjing
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WeatherGS: 3D Scene Reconstruction in Adverse Weather Conditions via Gaussian Splatting
by: Qian, Chenghao, et al.
Published: (2024)

WeatherEdit: Controllable Weather Editing with 4D Gaussian Field
by: Qian, Chenghao, et al.
Published: (2025)

AllWeatherNet:Unified Image Enhancement for Autonomous Driving under Adverse Weather and Lowlight-conditions
by: Qian, Chenghao, et al.
Published: (2024)

Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset Challenge
by: Zhang, Nan, et al.
Published: (2024)

WeatherReasonSeg: A Benchmark for Weather-Aware Reasoning Segmentation in Visual Language Models
by: Du, Wanjun, et al.
Published: (2026)

Rethinking Data Augmentation for Robust LiDAR Semantic Segmentation in Adverse Weather
by: Park, Junsung, et al.
Published: (2024)

Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation
by: Yu, Jun, et al.
Published: (2024)

Target-Oriented Single Domain Generalization
by: Heidari, Marzi, et al.
Published: (2025)

ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation
by: Shen, Fengyi, et al.
Published: (2024)

WeatherSeg: Weather-Robust Image Segmentation using Teacher-Student Dual Learning and Classifier-Updating Attention
by: Zhang, Zhang, et al.
Published: (2026)

IntrinsicWeather: Controllable Weather Editing in Intrinsic Space
by: Zhu, Yixin, et al.
Published: (2025)

No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather
by: Park, Junsung, et al.
Published: (2025)

Gradient-Guided Parameter Mask for Multi-Scenario Image Restoration Under Adverse Weather
by: Guo, Jilong, et al.
Published: (2024)

RoSe: Robust Self-supervised Stereo Matching under Adverse Weather Conditions
by: Wang, Yun, et al.
Published: (2025)

TestDG: Test-time Domain Generalization for Continual Test-time Adaptation
by: Lee, Sohyun, et al.
Published: (2025)

Collaborating Foundation Models for Domain Generalized Semantic Segmentation
by: Benigmim, Yasser, et al.
Published: (2023)

Diffusion Features to Bridge Domain Gap for Semantic Segmentation
by: Ji, Yuxiang, et al.
Published: (2024)

When Color-Space Decoupling Meets Diffusion for Adverse-Weather Image Restoration
by: Fang, Wenxuan, et al.
Published: (2025)

A Semantic Decoupling-Based Two-Stage Rainy-Day Attack for Revealing Weather Robustness Deficiencies in Vision-Language Models
by: Hu, Chengyin, et al.
Published: (2026)

Bi-Level Optimization for Single Domain Generalization
by: Heidari, Marzi, et al.
Published: (2026)

Diffusion Cocktail: Mixing Domain-Specific Diffusion Models for Diversified Image Generations
by: Liu, Haoming, et al.
Published: (2023)

AutoAWG: Adverse Weather Generation with Adaptive Multi-Controls for Automotive Videos
by: Hu, Jiagao, et al.
Published: (2026)

Adversarially Domain-adaptive Latent Diffusion for Unsupervised Semantic Segmentation
by: Yu, Jongmin, et al.
Published: (2024)

IELDG: Suppressing Domain-Specific Noise with Inverse Evolution Layers for Domain Generalized Semantic Segmentation
by: Fan, Qizhe, et al.
Published: (2025)

Diffusion-Based Restoration for Multi-Modal 3D Object Detection in Adverse Weather
by: He, Zhijian, et al.
Published: (2025)

Enhancing Autonomous Vehicle Perception in Adverse Weather through Image Augmentation during Semantic Segmentation Training
by: Kou, Ethan, et al.
Published: (2024)

WeatherDepth: Curriculum Contrastive Learning for Self-Supervised Depth Estimation under Adverse Weather Conditions
by: Wang, Jiyuan, et al.
Published: (2023)

Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation
by: En, Qing, et al.
Published: (2024)

AKGNet: Attribute Knowledge-Guided Unsupervised Lung-Infected Area Segmentation
by: En, Qing, et al.
Published: (2024)

LoViF 2026 The First Challenge on Weather Removal in Videos
by: Qian, Chenghao, et al.
Published: (2026)

SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation
by: Yan, Weihao, et al.
Published: (2024)

LRC-WeatherNet: LiDAR, RADAR, and Camera Fusion Network for Real-time Weather-type Classification in Autonomous Driving
by: Albashir, Nour Alhuda, et al.
Published: (2026)

Weather-Robust Cross-View Geo-Localization via Prototype-Based Semantic Part Discovery
by: Tran, Chi-Nguyen, et al.
Published: (2026)

AGCD: Agent-Guided Cross-Modal Decoding for Weather Forecasting
by: Wu, Jing, et al.
Published: (2026)

DisentTalk: Cross-lingual Talking Face Generation via Semantic Disentangled Diffusion Model
by: Liu, Kangwei, et al.
Published: (2025)

Bringing Diversity from Diffusion Models to Semantic-Guided Face Asset Generation
by: Cai, Yunxuan, et al.
Published: (2025)

Enhancing Self-Driving Segmentation in Adverse Weather Conditions: A Dual Uncertainty-Aware Training Approach to SAM Optimization
by: Ravindran, Dharsan, et al.
Published: (2025)

Open-Set Domain Adaptation for Semantic Segmentation
by: Choe, Seun-An, et al.
Published: (2024)

Rethinking Unsupervised Domain Adaptation for Semantic Segmentation
by: Wang, Zhijie, et al.
Published: (2022)

Pro-DG: Procedural Diffusion Guidance for Architectural Facade Generation
by: Plocharski, Aleksander, et al.
Published: (2025)