| Learning Conformal Abstention Policies for Adaptive Risk Management in Large Language and Vision-Language Models | Feb 8, 2025 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Enhancing Pre-Trained Decision Transformers with Prompt-Tuning Bandits | Feb 7, 2025 | InformativenessOffline RL | —Unverified | 0 |
| Signaling Design | Feb 4, 2025 | Informativeness | —Unverified | 0 |
| Active Learning for Continual Learning: Keeping the Past Alive in the Present | Jan 24, 2025 | Active LearningContinual Learning | —Unverified | 0 |
| A Probabilistic Model for Self-Supervised Learning | Jan 22, 2025 | Informativenessmodel | —Unverified | 0 |
| Generalization and Informativeness of Weighted Conformal Risk Control Under Covariate Shift | Jan 20, 2025 | InformativenessPrediction | —Unverified | 0 |
| LeMo: Enabling LEss Token Involvement for MOre Context Fine-tuning | Jan 15, 2025 | Computational EfficiencyInformativeness | —Unverified | 0 |
| Unraveling Indirect In-Context Learning Using Influence Functions | Jan 1, 2025 | In-Context LearningInformativeness | —Unverified | 0 |
| Active Learning with Variational Quantum Circuits for Quantum Process Tomography | Dec 30, 2024 | Active LearningDiagnostic | —Unverified | 0 |
| Towards Compatible Semantic Communication: A Perspective on Digital Coding and Modulation | Dec 25, 2024 | InformativenessSemantic Communication | —Unverified | 0 |