% Key papers for Interleaved image-text generation with MLLMs (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{iclr2024_minigpt_33508,
  title = {{MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/19567},
}

@inproceedings{neurips2023_llava_67528,
  title = {{LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/73643},
}

@inproceedings{cvpr2024_sniffer_24717,
  title = {{SNIFFER: Multimodal Large Language Model for Explainable Out-of-Context Misinformation Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31274},
}

@inproceedings{cvpr2025_towards_27904,
  title = {{Towards General Visual-Linguistic Face Forgery Detection}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33669},
}

@inproceedings{cvpr2024_visual_25246,
  title = {{Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30273},
}

@inproceedings{neurips2024_tabpedia_72874,
  title = {{TabPedia: Towards Comprehensive Visual Table Understanding with Concept Synergy}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94530},
}

@inproceedings{cvpr2025_q_27333,
  title = {{Q-Eval-100K: Evaluating Visual Quality and Alignment Level for Text-to-Vision Content}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34257},
}

@inproceedings{cvpr2025_snowmaster_27698,
  title = {{SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32533},
}

@inproceedings{cvpr2025_unipose_28003,
  title = {{UniPose: A Unified Multimodal Framework for Human Pose Comprehension, Generation and Editing}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32643},
}

@inproceedings{aaai2025_ai_7969,
  title = {{AI-generated Image Quality Assessment in Visual Communication}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32795},
}

@inproceedings{cvpr2025_aesthetiq_25461,
  title = {{AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34123},
}

@inproceedings{neurips2025_unitok_78477,
  title = {{UniTok: a Unified Tokenizer for Visual Generation and Understanding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=f6aOPkGE8L},
}

@inproceedings{iclr2025_medtrinity_81636,
  title = {{MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30141},
}

@inproceedings{iclr2024_kosmos_34983,
  title = {{Kosmos-G: Generating Images in Context with Multimodal Large Language Models}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18091},
}

@inproceedings{neurips2024_genai_70140,
  title = {{GenAI Arena: An Open Evaluation Platform for Generative Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97878},
}

@inproceedings{neurips2024_make_70733,
  title = {{Make-it-Real: Unleashing Large Multimodal Model for Painting 3D Objects with Realistic Materials}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96391},
}

@inproceedings{cvpr2025_diffsensei_25937,
  title = {{DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35070},
}

@inproceedings{cvpr2025_comm_25725,
  title = {{CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and Generation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33443},
}

@inproceedings{cvpr2025_heie_26466,
  title = {{HEIE: MLLM-Based Hierarchical Explainable AIGC Image Implausibility Evaluator}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33551},
}

@inproceedings{aaai2026_patho_107887,
  title = {{Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/40239},
}

@inproceedings{cvpr2025_can_25680,
  title = {{Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34575},
}