% Key papers for Decoding-time hallucination mitigation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2024_mitigating_24157,
  title = {{Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29205},
}

@inproceedings{cvpr2024_hallusionbench_23681,
  title = {{HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29422},
}

@inproceedings{cvpr2024_opera_24317,
  title = {{OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30961},
}

@inproceedings{cvpr2024_hallucination_23680,
  title = {{Hallucination Augmented Contrastive Learning for Multimodal Large Language Model}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29216},
}

@inproceedings{cvpr2024_multi_24204,
  title = {{Multi-Modal Hallucination Control by Visual Information Grounding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30302},
}

@inproceedings{iclr2024_mitigating_34128,
  title = {{Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18947},
}

@inproceedings{aaai2025_detecting_8710,
  title = {{Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34744},
}

@inproceedings{cvpr2024_throne_24941,
  title = {{THRONE: An Object-based Hallucination Benchmark for the Free-form Generations of Large Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31860},
}

@inproceedings{cvpr2025_mitigating_26965,
  title = {{Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33641},
}

@inproceedings{cvpr2025_seeing_27605,
  title = {{Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35123},
}

@inproceedings{cvpr2025_nullu_27088,
  title = {{Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33980},
}

@inproceedings{neurips2024_code_73274,
  title = {{CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94167},
}

@inproceedings{aaai2025_mitigating_9960,
  title = {{Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34512},
}

@inproceedings{cvpr2025_ict_26564,
  title = {{ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34264},
}

@inproceedings{cvpr2025_antidote_25491,
  title = {{Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33162},
}

@inproceedings{cvpr2025_ode_27093,
  title = {{ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33160},
}

@inproceedings{aaai2025_mole_9972,
  title = {{MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34056},
}

@inproceedings{icml2024_halc_43874,
  title = {{HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/34578},
}

@inproceedings{iclr2025_mllm_80790,
  title = {{MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30978},
}

@inproceedings{iclr2025_mitigating_84089,
  title = {{Mitigating Object Hallucination in MLLMs via Data-augmented Phrase-level Alignment}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27739},
}