🎭 Domain Adaptation - emschwartz · Scour

MixedPEFT: Combining Multiple PEFT Methods with Mixed Objectives for Unsupervised Domain Adaptation

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📊Benchmarking Methodology producthunt.homek8s.com·

Product Hunt launches doubled while engagement halved

Discussed on Hacker News

🛡️AI Security Towards AI

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Walls, Shields, and Illusions: Defenses and Their Limits

🧭Content Discovery arXiv·

ASALT: Adaptive State Alignment for Lateral Transfer in Multi-agent Reinforcement Learning

🤖AI LessWrong·

Your Model Organisms Might Be Fried

Covers Teaching Claude why

✨Gemini arXiv·

Assessing Distribution Shift in Human Activity Recognition for Domain Generalization

📱Edge Computing arXiv·

Domain Adaptation Under Wireless Network Constraints: When Does It Become Green?

🧠LLM Inference arXiv·

Bridging Data Gaps in Structural Fragility Modeling through Transfer Learning: Methodology and Case Studies

📊Embeddings arXiv·

Exploring Dualistic Meta-Learning to Enhance Domain Generalization in Open Set Scenarios

🔤Tokenization arXiv·

Temporal-Spectral Alignment with Frequency Adaptation for Source-Free Time-Series Adaptation

DR-Mamba: Automatic Inference-Time Domain Adaptation for Document Image Binarization via Sample-Conditioned Detail-Background Suppression

🤖AI Towards AI

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Teaching to the Test: Why Reward Models Learn the Dataset, Not the Values

🎯Qdrant arXiv·

Scoring Backends Matter More Than Pooling: A Systematic Study of Training-Free Anomalous Sound Detection under Domain Shift

📊Embeddings arXiv·

Heterogeneous 2D/1D Signal Representation Fusion for Underwater Acoustic Modulation Recognition Under Distribution Shift

🤖Unmanned Systems arXiv·

Adaptive Machine Learning Framework for UAV Trajectory Optimization in O-RAN

🔗ONNX arXiv·

Domain-Shift Aware Neural Networks for Unbalance Characterization in Rotating Systems

📦Batch Embeddings arXiv·

Cluster-Specific Localized Drift Detection for Efficient Batch Model Adaptation under Controlled Distribution Shift

Multi-cancer detection using a computationally efficient CNN with transfer learning

📊Vector Databases arXiv·

Neural Architecture Search of Sample Reweighting Networks for Complex Distribution Shift

🔓Open Source AI arXiv·

Simple Domain Generalization Methods are Strong Baselines for Open Domain Generalization

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