% Key papers for Abstract visual reasoning benchmarks (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2019_interpretable_14328,
  title = {{Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{neurips2017_learning_56445,
  title = {{Learning to See Physics via Visual De-animation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/8813},
}

@inproceedings{neurips2019_are_57909,
  title = {{Are Disentangled Representations Helpful for Abstract Visual Reasoning?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/14345},
}

@inproceedings{aaai2021_stratified_1432,
  title = {{Stratified Rule-Aware Network for Abstract Visual Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/01567-stratified-rule-aware-network-for-abstract-visual-reasoning/},
}

@inproceedings{cvpr2024_instructdiffusion_23822,
  title = {{InstructDiffusion: A Generalist Modeling Interface for Vision Tasks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/29399},
}

@inproceedings{cvpr2018_who_13736,
  title = {{Who Let the Dogs Out? Modeling Dog Behavior From Visual Data}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2018},
  url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Ehsani_Who_Let_the_CVPR_2018_paper.html},
}

@inproceedings{cvpr2022_visual_20187,
  title = {{Visual Abductive Reasoning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{iclr2019_learning_29098,
  title = {{Learning to Make Analogies by Contrasting Abstract Relational Structure}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2019},
  url = {https://iclr.cc/virtual/2019/poster/943},
}

@inproceedings{cvpr2022_nlx_19411,
  title = {{NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{cvpr2021_abstract_16558,
  title = {{Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2018_toddler_57712,
  title = {{Toddler-Inspired Visual Object Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2018},
  url = {https://nips.cc/virtual/2018/poster/11138},
}

@inproceedings{cvpr2019_learning_14438,
  title = {{Learning to Explain With Complemental Examples}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2019},
}

@inproceedings{cvpr2021_scale_17822,
  title = {{Scale-Localized Abstract Reasoning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{icml2019_counterfactual_37257,
  title = {{Counterfactual Visual Explanations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2019},
  url = {https://icml.cc/virtual/2019/poster/4068},
}

@inproceedings{neurips2024_text2cad_70542,
  title = {{Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96571},
}

@inproceedings{cvpr2022_bongard_18377,
  title = {{Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2022},
}

@inproceedings{aaai2017_sherlock_103935,
  title = {{Sherlock: Scalable Fact Learning in Images}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11214},
}

@inproceedings{aaai2020_machine_100360,
  title = {{Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5489},
}

@inproceedings{neurips2023_where_66912,
  title = {{Where are we in the search for an Artificial Visual Cortex for Embodied Intelligence?}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72734},
}

@inproceedings{aaai2023_hierarchical_3830,
  title = {{Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25072},
}

@inproceedings{aaai2025_logicad_9815,
  title = {{LogicAD: Explainable Anomaly Detection via VLM-based Text Feature Extraction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32433},
}

@inproceedings{aaai2024_learning_6492,
  title = {{Learning Visual Abstract Reasoning through Dual-Stream Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29641},
}

@inproceedings{aaai2024_one_6842,
  title = {{One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29342},
}

@inproceedings{cvpr2024_cadtalk_22894,
  title = {{CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/30942},
}

@inproceedings{aaai2024_revisiting_7147,
  title = {{Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29354},
}

@inproceedings{aaai2025_darr_8587,
  title = {{DARR: A Dual-Branch Arithmetic Regression Reasoning Framework for Solving Machine Number Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32127},
}

@inproceedings{cvpr2025_sketchfusion_27685,
  title = {{SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32732},
}

@inproceedings{iclr2025_lucidppn_81195,
  title = {{LucidPPN: Unambiguous Prototypical Parts Network for User-centric Interpretable Computer Vision}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/30575},
}

@inproceedings{aaai2024_towards_7617,
  title = {{Towards Robust Visual Understanding: from Recognition to Reasoning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30281},
}

@inproceedings{aaai2025_a_7907,
  title = {{A Modal Logic of Optimality (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35286},
}

@inproceedings{icml2024_slot_44926,
  title = {{Slot Abstractors: Toward Scalable Abstract Visual Reasoning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33526},
}

@inproceedings{icml2025_beyond_48655,
  title = {{Beyond Task-Specific Reasoning: A Unified Conditional Generative Framework for Abstract Visual Reasoning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/43966},
}

@inproceedings{icml2026_can_54786,
  title = {{Can Vision Language Models Learn Intuitive Physics from Interaction?}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=sfVahQ4EWP},
}

@inproceedings{neurips2025_cleverbirds_75034,
  title = {{CleverBirds: A Multiple-Choice Benchmark for Fine-grained Human Knowledge Tracing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=3chgJBffVS},
}

@inproceedings{neurips2025_dsrf_76306,
  title = {{DSRF: A Dynamic and Scalable Reasoning Framework for Solving RPMs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=I3Ep3gQUaw},
}

@inproceedings{neurips2025_v_76822,
  title = {{V-CECE: Visual Counterfactual Explanations via Conceptual Edits}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=NKPud1Jnyt},
}

@inproceedings{neurips2025_dexter_78152,
  title = {{DEXTER: Diffusion-Guided EXplanations with TExtual Reasoning for Vision Models}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=baBhSzaSHI},
}

@inproceedings{iclr2025_genvp_82043,
  title = {{GenVP: Generating Visual Puzzles with Contrastive Hierarchical VAEs}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/29743},
}