🎭 Domain Adaptation - emschwartz

Biological Sex Determination in Cadavers Using Deep Learning Algorithms from Computed Tomography Images of Pelvis and Skull

🧠LLM Inference arXiv·

Bounded Context Management for Tabular Foundation Models on Stream Learning

⭐Content Scoring arXiv·

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems

📊Benchmarking Methodology arXiv·

Beyond Prediction: Tail-Aware Scheduling for LLM Inference

✨Gemini arXiv·

The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Based Indirect Illumination

📊Vector Databases arXiv·

Leveraging systems' non-linearity to tackle the scarcity of data in the design of Intelligent Fault Diagnosis Systems

🛡️AI Security arXiv·

Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift

🛡️System Reliability arXiv·

Anticipating the Optimism Gap: Predicting Distribution-Shift Degradation of RF-Impairment Detectors from In-Distribution Statistics

✖️Cross-encoders arXiv·

Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models

🔧Agent Tooling arXiv·

Automating SKILL.md Generation for Computer-Using Agents via Interaction Trajectory Mining

🎛️Feed Filtering arXiv·

Selective Time Series Forecasting via Metalearning

✨Gemini arXiv·

Gen2Balance: Generative Balancing for Long-Tailed Video Action Recognition

🔤Font Rendering arXiv·

CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays

✨Gemini arXiv·

Triangular Consistency as a Universal Constraint for Learning Optical Flow

Covered by ai-brief.liziran.com

🛡️AI Safety arXiv·

Towards Accurate and Robust Surveillance Roadside IVD via Trackletized Audio-Visual Reasoning

✨Gemini arXiv·

IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection

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Towards Scalable Customization and Deployment of Multi-Agent Systems for Enterprise Applications

Self-Evolving Cognitive Framework via Causal World Modeling for Embodied Scientific Intelligence

GeoRouteNet: Geometry-Enhanced Non-Autoregressive Neural Solver for the Traveling Salesman Problem

Semantic Robustness Certification for Vision-Language Models

Biological Sex Determination in Cadavers Using Deep Learning Algorithms from Computed Tomography Images of Pelvis and Skull

Bounded Context Management for Tabular Foundation Models on Stream Learning

Towards Fast Domain Adaptation and Fine-Grained User Simulation for Evaluating Conversational Recommender Systems

Beyond Prediction: Tail-Aware Scheduling for LLM Inference

The Power of Light: Improving Synthetic-to-Real Domain Adaptation through Physically-Based Indirect Illumination

Leveraging systems' non-linearity to tackle the scarcity of data in the design of Intelligent Fault Diagnosis Systems

Confidently Wrong: Severity-Aware Calibration of Prompt-Injection Detectors under Attack Shift

Anticipating the Optimism Gap: Predicting Distribution-Shift Degradation of RF-Impairment Detectors from In-Distribution Statistics

Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models

Automating SKILL.md Generation for Computer-Using Agents via Interaction Trajectory Mining

Selective Time Series Forecasting via Metalearning

Gen2Balance: Generative Balancing for Long-Tailed Video Action Recognition

CheXpercept: A Benchmark for Evaluating Expert-Level Lesion Perception in Chest X-rays

Triangular Consistency as a Universal Constraint for Learning Optical Flow

Towards Accurate and Robust Surveillance Roadside IVD via Trackletized Audio-Visual Reasoning

IViT: A Novel Interpretable Visual Transformer for Skin Disease Detection