Cover Image

Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ahn, Kyeongjin, Han, Sungwon, Park, Sungwon, Kim, Jihee, Park, Sangyoon, Cha, Meeyoung
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

Generalizable Slum Detection from Satellite Imagery with Mixture-of-Experts
by: Lee, Sumin, et al.
Published: (2025)

Semi-supervised Shelter Mapping for WASH Accessibility Assessment in Rohingya Refugee Camps
by: Ahn, Kyeongjin, et al.
Published: (2025)

GeoSEE: Regional Socio-Economic Estimation With a Large Language Model
by: Han, Sungwon, et al.
Published: (2024)

EconCausal: A Context-Aware Economic Reasoning Benchmark for Large Language Models
by: Lee, Donggyu, et al.
Published: (2025)

GeoReg: Weight-Constrained Few-Shot Regression for Socio-Economic Estimation using LLM
by: Ahn, Kyeongjin, et al.
Published: (2025)

Self Supervised Vision for Climate Downscaling
by: Singh, Karandeep, et al.
Published: (2024)

MonoDINO-DETR: Depth-Enhanced Monocular 3D Object Detection Using a Vision Foundation Model
by: Kim, Jihyeok, et al.
Published: (2025)

Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection
by: Park, Sungwon, et al.
Published: (2024)

Relational Self-supervised Distillation with Compact Descriptors for Image Copy Detection
by: Kim, Juntae, et al.
Published: (2024)

Cross-Frame Representation Alignment for Fine-Tuning Video Diffusion Models
by: Hwang, Sungwon, et al.
Published: (2025)

SphereDiff: Tuning-free 360° Static and Dynamic Panorama Generation via Spherical Latent Representation
by: Park, Minho, et al.
Published: (2025)

FedMID: A Data-Free Method for Using Intermediate Outputs as a Defense Mechanism Against Poisoning Attacks in Federated Learning
by: Han, Sungwon, et al.
Published: (2024)

Classifying and Tracking International Aid Contribution Towards SDGs
by: Park, Sungwon, et al.
Published: (2025)

CausalMamba: Scalable Conditional State Space Models for Neural Causal Inference
by: Bae, Sangyoon, et al.
Published: (2025)

Dual-Margin Embedding for Fine-Grained Long-Tailed Plant Taxonomy
by: Low, Cheng Yaw, et al.
Published: (2025)

Learning Multidimensional Urban Poverty Representation with Satellite Imagery
by: Park, Sungwon, et al.
Published: (2025)

OpenFS: Multi-Hand-Capable Fingerspelling Recognition with Implicit Signing-Hand Detection and Frame-Wise Letter-Conditioned Synthesis
by: Cha, Junuk, et al.
Published: (2026)

When Test-Time Adaptation Meets Self-Supervised Models
by: Han, Jisu, et al.
Published: (2025)

VEGS: View Extrapolation of Urban Scenes in 3D Gaussian Splatting using Learned Priors
by: Hwang, Sungwon, et al.
Published: (2024)

Invisible Watermarks: Attacks and Robustness
by: Hwang, Dongjun, et al.
Published: (2024)

DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response
by: Wang, Junjue, et al.
Published: (2025)

Dropouts in Confidence: Moral Uncertainty in Human-LLM Alignment
by: Kwon, Jea, et al.
Published: (2025)

SpectraDINO: Bridging the Spectral Gap in Vision Foundation Models via Lightweight Adapters
by: Nalcakan, Yagiz, et al.
Published: (2026)

Effective Rank Analysis and Regularization for Enhanced 3D Gaussian Splatting
by: Hyung, Junha, et al.
Published: (2024)

VLM-PL: Advanced Pseudo Labeling Approach for Class Incremental Object Detection via Vision-Language Model
by: Kim, Junsu, et al.
Published: (2024)

Towards Generalizable Scene Change Detection
by: Kim, Jaewoo, et al.
Published: (2024)

Ideological Bias in LLMs' Economic Causal Reasoning
by: Lee, Donggyu, et al.
Published: (2026)

Towards Efficient Vision State Space Models via Token Merging
by: Park, Jinyoung, et al.
Published: (2025)

Robust Multimodal 3D Object Detection via Modality-Agnostic Decoding and Proximity-based Modality Ensemble
by: Cha, Juhan, et al.
Published: (2024)

Improved MambdaBDA Framework for Robust Building Damage Assessment Across Disaster Domains
by: Gençoğlu, Alp Eren, et al.
Published: (2026)

Thickness-aware E(3)-Equivariant 3D Mesh Neural Networks
by: Kim, Sungwon, et al.
Published: (2025)

SlotVTG: Object-Centric Adapter for Generalizable Video Temporal Grounding
by: Han, Jiwook, et al.
Published: (2026)

SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding
by: Park, Woohyeon, et al.
Published: (2025)

Benchmarking Vision Foundation Models for Domain-Generalizable Face Anti-Spoofing
by: Feng, Mika, et al.
Published: (2026)

Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation
by: Lv, Chonghua, et al.
Published: (2026)

Emergence of Text Readability in Vision Language Models
by: Park, Jaeyoo, et al.
Published: (2025)

HalLoc: Token-level Localization of Hallucinations for Vision Language Models
by: Park, Eunkyu, et al.
Published: (2025)

Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images
by: Ahn, Suhyun, et al.
Published: (2024)

Poverty mapping in Mongolia with AI-based Ger detection reveals urban slums persist after the COVID-19 pandemic
by: Yang, Jeasurk, et al.
Published: (2024)

EggHand: A Multimodal Foundation Model for Egocentric Hand Pose Forecasting
by: Choi, Jaeyoung, et al.
Published: (2026)