% Key papers for Implicit neural representation design (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{cvpr2021_learning_17266,
  title = {{Learning Continuous Image Representation With Local Implicit Image Function}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{cvpr2021_learned_17255,
  title = {{Learned Initializations for Optimizing Coordinate-Based Neural Representations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{neurips2017_solid_56674,
  title = {{Solid Harmonic Wavelet Scattering: Predicting Quantum Molecular Energy from Invariant Descriptors of 3D  Electronic Densities}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2017},
  url = {https://nips.cc/virtual/2017/poster/9423},
}

@inproceedings{neurips2021_sape_62601,
  title = {{SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26161},
}

@inproceedings{aaai2024_learning_6485,
  title = {{Learning Spatially Collaged Fourier Bases for Implicit Neural Representation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29252},
}

@inproceedings{cvpr2023_multiplicative_21629,
  title = {{Multiplicative Fourier Level of Detail}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22115},
}

@inproceedings{iclr2022_coordx_31677,
  title = {{CoordX: Accelerating Implicit Neural Representation with a Split MLP Architecture}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2022},
  url = {https://iclr.cc/virtual/2022/poster/7142},
}

@inproceedings{iclr2023_deep_32510,
  title = {{Deep Learning on Implicit Neural Representations of Shapes}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11846},
}

@inproceedings{neurips2022_inras_64059,
  title = {{INRAS: Implicit Neural Representation for Audio Scenes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/55190},
}

@inproceedings{neurips2022_residual_64413,
  title = {{Residual Multiplicative Filter Networks for Multiscale Reconstruction}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/53055},
}

@inproceedings{neurips2022_visco_66224,
  title = {{VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2022},
  url = {https://nips.cc/virtual/2022/poster/52863},
}

@inproceedings{aaai2025_adaptive_8044,
  title = {{Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33132},
}

@inproceedings{iclr2024_continuous_35115,
  title = {{Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/17958},
}

@inproceedings{cvpr2025_mire_26865,
  title = {{MIRE: Matched Implicit Neural Representations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/34112},
}

@inproceedings{aaai2025_enhancing_8966,
  title = {{Enhancing Implicit Neural Representations via Symmetric Power Transformation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33102},
}

@inproceedings{cvpr2024_finer_23430,
  title = {{FINER: Flexible Spectral-bias Tuning in Implicit NEural Representation by Variable-periodic Activation Functions}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31521},
}

@inproceedings{icml2022_pins_40984,
  title = {{PINs: Progressive Implicit Networks for Multi-Scale Neural Representations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/16197},
}

@inproceedings{neurips2019_fixing_58287,
  title = {{Fixing Implicit Derivatives: Trust-Region Based Learning of Continuous Energy Functions}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2019},
  url = {https://nips.cc/virtual/2019/poster/13364},
}

@inproceedings{neurips2024_neural_74423,
  title = {{Neural Experts: Mixture of Experts for Implicit Neural Representations}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93148},
}

@inproceedings{aaai2024_hypercube_6234,
  title = {{HyperCube: Implicit Field Representations of Voxelized 3D Models (Student Abstract)}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30499},
}

@inproceedings{aaai2025_representing_10522,
  title = {{Representing Sounds as Neural Amplitude Fields: A Benchmark of Coordinate-MLPs and a Fourier Kolmogorov-Arnold Framework}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34624},
}

@inproceedings{neurips2024_implicit_72895,
  title = {{Implicit Zoo: A Large-Scale Dataset of Neural Implicit Functions for 2D Images and 3D Scenes}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/97616},
}

@inproceedings{neurips2025_grids_76925,
  title = {{Grids Often Outperform Implicit Neural Representation at Compressing Dense Signals}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=OZljvntsto},
}

@inproceedings{neurips2025_flowing_78785,
  title = {{FLOWING: Implicit Neural Flows for Structure-Preserving Morphing}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=iHXCz8c204},
}

@inproceedings{aaai2026_i_100711,
  title = {{I-INR: Iterative Implicit Neural Representations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/42451},
}

@inproceedings{aaai2026_implicit_106953,
  title = {{Implicit Neural Representation with Multi-Scale Sine Activation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/39305},
}

@inproceedings{cvpr2025_vi_28053,
  title = {{VI^3NR: Variance Informed Initialization for Implicit Neural Representations}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/35234},
}

@inproceedings{icml2024_coarse_45232,
  title = {{Coarse-To-Fine Tensor Trains for Compact Visual Representations}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/33220},
}

@inproceedings{icml2024_learning_45476,
  title = {{Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2024},
  url = {https://icml.cc/virtual/2024/poster/32975},
}

@inproceedings{neurips2025_quantum_76480,
  title = {{Quantum Visual Fields with Neural Amplitude Encoding}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=JnNJq81qDl},
}

@inproceedings{iclr2025_fresh_84157,
  title = {{FreSh: Frequency Shifting for Accelerated Neural Representation Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27671},
}

@inproceedings{iclr2026_refine_85431,
  title = {{Refine Now, Query Fast: A Decoupled Refinement Paradigm for Implicit Neural Fields}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2026},
  url = {https://openreview.net/forum?id=ENAfBpMc6y},
}