| Seeing What's Not There: Spurious Correlation in Multimodal LLMs | Mar 11, 2025 | HallucinationObject | —Unverified | 0 |
| OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting | Mar 11, 2025 | HallucinationObject | —Unverified | 0 |
| EAZY: Eliminating Hallucinations in LVLMs by Zeroing out Hallucinatory Image Tokens | Mar 10, 2025 | HallucinationLanguage Modeling | —Unverified | 0 |
| Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow | Feb 28, 2025 | HallucinationObject | CodeCode Available | 1 |
| Vision-Encoders (Already) Know What They See: Mitigating Object Hallucination via Simple Fine-Grained CLIPScore | Feb 27, 2025 | HallucinationObject | CodeCode Available | 0 |
| The Role of Background Information in Reducing Object Hallucination in Vision-Language Models: Insights from Cutoff API Prompting | Feb 21, 2025 | HallucinationObject | —Unverified | 0 |
| CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base | Feb 18, 2025 | AttributeHallucination | —Unverified | 0 |
| Mitigating Object Hallucinations in Large Vision-Language Models via Attention Calibration | Feb 4, 2025 | AttributeHallucination | —Unverified | 0 |
| Poison as Cure: Visual Noise for Mitigating Object Hallucinations in LVMs | Jan 31, 2025 | HallucinationObject Hallucination | —Unverified | 0 |
| Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities | Jan 25, 2025 | HallucinationObject | —Unverified | 0 |
