🎭 Domain Adaptation - emschwartz

Less-relevant results

🎯Retrieval Systems arXiv·

PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation

🤖AI arXiv·

Domain Generalizable Adaptation of 3D Vision-Language Models via Regularized Fine-Tuning

🧠LLM Inference arXiv·

Target-Aware Linear Regression Under Distribution Shift

🤖AI arXiv·

Robust Zero-Shot Generalization for Open-Vocabulary Action Recognition via Task Arithmetic

📇Vector Indexing arXiv·

Invariant Graph Representations for Continuous-Time Dynamic Graphs Under Distribution Shifts

🤖AI arXiv·

A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

🔥Burn arXiv·

Transfer learning-based method for automated ewaste recycling in smart cities

⭐Content Scoring arXiv·

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift

🎯Qdrant arXiv·

MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring

📊Embeddings arXiv·

Low-resource Language Discrimination Towards Chinese Dialects with Transfer learning and Data Augmentation

🛡️AI Safety arXiv·

Cohort-Anchored Foundation Models for Electronic Health Records: From Risk Scores to Auditable Peer Cohorts

📊Embeddings arXiv·

Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings

🪄Prompt Engineering arXiv·

The Professor: Multi-Teacher Unsupervised Prompt Distillation for Vision-Language Models

💾Binary Formats arXiv·

Reliability-Guided Adaptive Ensembling for Robust Test-Time Adaptation

🛡️AI Security arXiv·

Veriphi: Attack-Guided Neural Network Verification with Dataset-Dependent Training Methods

🔗Hybrid Search arXiv·

Retrieval-Augmented Multimodal Learning for Enzyme-Substrate Interaction Prediction Under Low-Homology Shift

📊Embeddings arXiv·

DSSCNet: A Transfer Learning Framework for Cross-Corpus Dysarthric Speech Severity Classification

Trade-offs in Medical LLM Adaptation: An Empirical Study in French QA

Convergence Analysis of Nystr\"om Subsampling in Covariate Shift Adaptation for Misspecified case

PETRA: Transforming Web Text for Petroleum-Engineering Domain Adaptation

Domain Generalizable Adaptation of 3D Vision-Language Models via Regularized Fine-Tuning

Target-Aware Linear Regression Under Distribution Shift

Robust Zero-Shot Generalization for Open-Vocabulary Action Recognition via Task Arithmetic

Invariant Graph Representations for Continuous-Time Dynamic Graphs Under Distribution Shifts

A Unified Framework for Efficient Remote Sensing Visual Question Answering: Adapting Dual, Hybrid, and Encoder-Decoder Architectures

Transfer learning-based method for automated ewaste recycling in smart cities

When AUC Misleads: Polarization-Aware Evaluation of Deepfake Detectors under Domain Shift

MaRS: Robust Out-of-Distribution Detection via Mahalanobis Residual Scoring

Low-resource Language Discrimination Towards Chinese Dialects with Transfer learning and Data Augmentation

Cohort-Anchored Foundation Models for Electronic Health Records: From Risk Scores to Auditable Peer Cohorts

Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings

The Professor: Multi-Teacher Unsupervised Prompt Distillation for Vision-Language Models

Reliability-Guided Adaptive Ensembling for Robust Test-Time Adaptation

Veriphi: Attack-Guided Neural Network Verification with Dataset-Dependent Training Methods

Retrieval-Augmented Multimodal Learning for Enzyme-Substrate Interaction Prediction Under Low-Homology Shift

Temporal Pooling Strategies for Training-Free Anomalous Sound Detection with Self-Supervised Audio Embeddings