KOINEU

Enhancing Cross Domain SAR Oil Spill Segmentation via Morphological Region Perturbation and Synthetic Label-to-SAR Generation

매력적인 한글 제목: 해양 유출 사고 감지: 도메인 간 일반화를 위한 합성 데이터 증강 기법 초록 전체 번역 및 정리: 해양 유출 사고는 해양 생태계와 경제에 심각한 피해를 입히며, 이를 신속하고 정확하게 감지하는 것이 중요하다. 합성 개구 레이더(SAR)는 이러한 모니터링에서 효과적이나, SAR 이미지를 해석하는 것은 여전히 도전 과제다. 딥 러닝은 이 문제를 해결하기 위해 사용되었으나, 지리적 도메인 간의 일반화 문제가 남아 있다. 본 논문에서는 이러한 도전을 극복하기 위한 새로운 접근 방식을 제시한다. 이를 위해 페루 해안에서

Enhancing Cross Domain SAR Oil Spill Segmentation via Morphological Region Perturbation and Synthetic Label-to-SAR Generation

Evolving CNN Architectures: From Custom Designs to Deep Residual Models for Diverse Image Classification and Detection Tasks

From Compound Figures to Composite Understanding: Developing a Multi-Modal LLM from Biomedical Literature with Medical Multiple-Image Benchmarking and Validation

From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?

GRC-Net: Gram Residual Co-attention Net for epilepsy prediction

Gutenberg-Richter-like relations in physical systems

HealthContradict: Evaluating Biomedical Knowledge Conflicts in Language Models

Hybrid Stackelberg Game and Diffusion-based Auction for Two-tier Agentic AI Task Offloading in Internet of Agents

Interpretable Plant Leaf Disease Detection Using Attention-Enhanced CNN

Lang3D-XL: Language Embedded 3D Gaussians for Large-scale Scenes

Length-Aware Adversarial Training for Variable-Length Trajectories: Digital Twins for Mall Shopper Paths

Log Anomaly Detection with Large Language Models via Knowledge-Enriched Fusion

MAR-FL: A Communication Efficient Peer-to-Peer Federated Learning System

Matching Ranks Over Probability Yields Truly Deep Safety Alignment

Med-CMR: A Fine-Grained Benchmark Integrating Visual Evidence and Clinical Logic for Medical Complex Multimodal Reasoning

Mirror Mode in Fire Emblem: Beating Players at their own Game with Imitation and Reinforcement Learning

Modeling and Optimizing Performance Bottlenecks for Neuromorphic Accelerators

More Consistent Accuracy PINN via Alternating Easy-Hard Training

Multi-granularity Interactive Attention Framework for Residual Hierarchical Pronunciation Assessment

Multi-view diffusion geometry using intertwined diffusion trajectories

Network of Theseus (like the ship)

Not All Transparency Is Equal: Source Presentation Effects on Attention, Interaction, and Persuasion in Conversational Search

ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems

The Discovery Gap: How Product Hunt Startups Vanish in LLM Organic Discovery Queries

The Effect of Document Summarization on LLM-Based Relevance Judgments

The Initialization Determines Whether In-Context Learning Is Gradient Descent

The Loss Landscape of Powder X-Ray Diffraction-Based Structure Optimization Is Too Rough for Gradient Descent

The Machine Learning Canvas: Empirical Findings on Why Strategy Matters More Than AI Code Generation

Towards 6G Native-AI Edge Networks: A Semantic-Aware and Agentic Intelligence Paradigm

Utilizing Earth Foundation Models to Enhance the Simulation Performance of Hydrological Models with AlphaEarth Embeddings

Waveform-Based Probabilistic Seismic Hazard Analysis Using Ground-Motion Generative Models

확률적 트리 탐색으로 강화된 확산 언어 모델 추론

A Comprehensive Framework for Automated Quality Control in the Automotive Industry

Do Large Language Models Walk Their Talk? Measuring the Gap Between Implicit Associations, Self-Report, and Behavioral Altruism

Engineering Attack Vectors and Detecting Anomalies in Additive Manufacturing

Differentially Private Rankings via Outranking Methods and Performance Data Aggregation

HEAR 기반 음악 미학 평가 프레임워크

Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding

Learning Solution Operators for Partial Differential Equations via Monte Carlo-Type Approximation

LLM 기반 Git bisect로 시맨틱 결함 탐지 혁신

MultiBanAbs: A Comprehensive Multi-Domain Bangla Abstractive Text Summarization Dataset

Using Span Queries to Optimize for Cache and Attention Locality

기관 무관 종양 분할을 위한 개인화 연합 학습

딥러닝 기반 P파 첫운동극성 자동 판별로 보는 2022 루딩 지진열의 초소형 지진 메커니즘

프록시 연산자를 활용한 효율적인 텍스트‑투‑이미지 확산 모델 ProxT2I

A Convexity-dependent Two-Phase Training Algorithm for Deep Neural Networks

Align to Misalign: Automatic LLM Jailbreak with Meta-Optimized LLM Judges

Angular Steering: Behavior Control via Rotation in Activation Space

Arxiv 2512.23731

Assessing the Human-Likeness of LLM-Driven Digital Twins in Simulating Health Care System Trust

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