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![mitigating object hallucinations in large... [논문 리뷰] Nullu: Mitigating Object Hallucinations in Large Vision ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/nullu-mitigating-object-hallucinations-in-large-vision-language-models-via-halluspace-projection-0.png)








![mitigating object hallucinations in large... [论文评述] VORD: Visual Ordinal Calibration for Mitigating Object ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/vord-visual-ordinal-calibration-for-mitigating-object-hallucinations-in-large-vision-language-models-0.png)

![mitigating object hallucinations in large... [Revue de papier] AGLA: Mitigating Object Hallucinations in Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/agla-mitigating-object-hallucinations-in-large-vision-language-models-with-assembly-of-global-and-local-attention-1.png)










![mitigating object hallucinations in large... [PDF] Mitigating Object Hallucinations in Large Vision-Language Models ...](https://figures.semanticscholar.org/328eb183007bf4aefbf42437b42a15db375803e3/4-Figure3-1.png)


![mitigating object hallucinations in large... [논문 리뷰] Black-Box Visual Prompt Engineering for Mitigating Object ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/black-box-visual-prompt-engineering-for-mitigating-object-hallucination-in-large-vision-language-models-1.png)

![mitigating object hallucinations in large... [PDF] Mitigating Object Hallucinations in Large Vision-Language Models ...](https://figures.semanticscholar.org/328eb183007bf4aefbf42437b42a15db375803e3/3-Figure2-1.png)








![mitigating object hallucinations in large... [PDF] Mitigating Object Hallucinations in Large Vision-Language Models ...](https://figures.semanticscholar.org/328eb183007bf4aefbf42437b42a15db375803e3/8-Figure6-1.png)


![mitigating object hallucinations in large... [论文评述] Watch Closely: Mitigating Object Hallucinations in Large Vision ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/watch-closely-mitigating-object-hallucinations-in-large-vision-language-models-with-disentangled-decoding-1.png)





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![mitigating object hallucinations in large... [논문 리뷰] Retrieval Visual Contrastive Decoding to Mitigate Object ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/retrieval-visual-contrastive-decoding-to-mitigate-object-hallucinations-in-large-vision-language-models-2.png)
![mitigating object hallucinations in large... [2502.20750] Mitigating Hallucinations in Large Vision-Language Models ...](https://ar5iv.labs.arxiv.org/html/2502.20750/assets/figures/intro_case.jpg)
![mitigating object hallucinations in large... [论文评述] Mitigating Hallucinations in Large Vision-Language Models via ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mitigating-hallucinations-in-large-vision-language-models-via-dpo-on-policy-data-hold-the-key-0.png)
![mitigating object hallucinations in large... [논문 리뷰] Fixing Imbalanced Attention to Mitigate In-Context ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/fixing-imbalanced-attention-to-mitigate-in-context-hallucination-of-large-vision-language-model-2.png)
![mitigating object hallucinations in large... [2502.20750] Mitigating Hallucinations in Large Vision-Language Models ...](https://ar5iv.labs.arxiv.org/html/2502.20750/assets/figures/model_arch.jpg)

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![mitigating object hallucinations in large... [2310.00754] Analyzing and Mitigating Object Hallucination in Large ...](https://ar5iv.labs.arxiv.org/html/2310.00754/assets/x2.png)


![mitigating object hallucinations in large... [论文评述] Prefill-Time Intervention for Mitigating Hallucination in Large ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/prefill-time-intervention-for-mitigating-hallucination-in-large-vision-language-models-0.png)

![mitigating object hallucinations in large... [PDF] Evaluating Object Hallucination in Large Vision-Language Models ...](https://figures.semanticscholar.org/206400aba5f12f734cdd2e4ab48ef6014ea60773/500px/4-Figure2-1.png)


![mitigating object hallucinations in large... [2503.13107] ClearSight: Visual Signal Enhancement for Object ...](https://ar5iv.labs.arxiv.org/html/2503.13107/assets/x3.png)
![mitigating object hallucinations in large... [논문 리뷰] A Comprehensive Analysis for Visual Object Hallucination in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-comprehensive-analysis-for-visual-object-hallucination-in-large-vision-language-models-0.png)

![mitigating object hallucinations in large... [논문 리뷰] Med-VCD: Mitigating Hallucination for Medical Large Vision ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/med-vcd-mitigating-hallucination-for-medical-large-vision-language-models-through-visual-contrastive-decoding-2.png)
![mitigating object hallucinations in large... [2310.00754] Analyzing and Mitigating Object Hallucination in Large ...](https://ar5iv.labs.arxiv.org/html/2310.00754/assets/x3.png)






![mitigating object hallucinations in large... [PDF] Mitigating Object Hallucinations in Large Vision-Language Models ...](https://figures.semanticscholar.org/328eb183007bf4aefbf42437b42a15db375803e3/7-Table2-1.png)
