| Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling | Apr 17, 2025 | Hallucination | CodeCode Available | 2 |
| Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement | Mar 31, 2025 | HallucinationRAG | CodeCode Available | 2 |
| RARE: Retrieval-Augmented Reasoning Modeling | Mar 30, 2025 | HallucinationMemorization | CodeCode Available | 2 |
| ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large language Models | Mar 17, 2025 | Computational EfficiencyHallucination | CodeCode Available | 2 |
| WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation | Mar 4, 2025 | Hallucination | CodeCode Available | 2 |
| One-for-More: Continual Diffusion Model for Anomaly Detection | Feb 27, 2025 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 2 |
| Medical Hallucinations in Foundation Models and Their Impact on Healthcare | Feb 26, 2025 | BenchmarkingHallucination | CodeCode Available | 2 |
| PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning | Feb 21, 2025 | Hallucination | CodeCode Available | 2 |
| Unveiling the Magic of Code Reasoning through Hypothesis Decomposition and Amendment | Feb 17, 2025 | HallucinationLogical Reasoning | CodeCode Available | 2 |
| Knowledge Graph-Guided Retrieval Augmented Generation | Feb 8, 2025 | DiversityHallucination | CodeCode Available | 2 |
