Spurious Correlation-Aware Embedding Regularization for Worst-Group Robustness
arXiv:2511.04401v1 Announce Type: cross Abstract: Deep learning models achieve strong performance across various domains but often rely on spurious correlations,…
Node-Based Editing for Multimodal Generation of Text, Audio, Image, and Video
arXiv:2511.03227v2 Announce Type: replace-cross Abstract: We present a node-based storytelling system for multimodal content generation. The system represents stories as…
Evaluating Control Protocols for Untrusted AI Agents
arXiv:2511.02997v1 Announce Type: new Abstract: As AI systems become more capable and widely deployed as agents, ensuring their safe operation…
TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models
arXiv:2511.02802v2 Announce Type: replace-cross Abstract: Tabular foundation models represent a growing paradigm in structured data learning, extending the benefits of…
Structured Matrix Scaling for Multi-Class Calibration
arXiv:2511.03685v1 Announce Type: cross Abstract: Post-hoc recalibration methods are widely used to ensure that classifiers provide faithful probability estimates. We…