% Key papers for Neural light field and illumination imaging (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2019_deepview_14057, title = {{DeepView: View Synthesis With Learned Gradient Descent}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2018_epinet_13050, title = {{EPINET: A Fully-Convolutional Neural Network Using Epipolar Geometry for Depth From Light Field Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Shin_EPINET_A_Fully-Convolutional_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_single_16245, title = {{Single-Image HDR Reconstruction by Learning to Reverse the Camera Pipeline}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2017_deep_12169, title = {{Deep Outdoor Illumination Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2017_light_12432, title = {{Light Field Reconstruction Using Deep Convolutional Network on EPI}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2020_light_15836, title = {{Light Field Spatial Super-Resolution via Deep Combinatorial Geometry Embedding and Structural Consistency Regularization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_fast_14195, title = {{Fast Spatially-Varying Indoor Lighting Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2017_towards_12703, title = {{Towards a Quality Metric for Dense Light Fields}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_deep_14039, title = {{Deep Sky Modeling for Single Image Outdoor Lighting Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2019_neural_14565, title = {{Neural Illumination: Lighting Prediction for Indoor Environments}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_learning_15777, title = {{Learning Physics-Guided Face Relighting Under Directional Light}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_inverse_14333, title = {{Inverse Path Tracing for Joint Material and Lighting Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2016_convolutional_11450, title = {{Convolutional Networks for Shape From Light Field}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2018_lime_13252, title = {{LIME: Live Intrinsic Material Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Meka_LIME_Live_Intrinsic_CVPR_2018_paper.html}, } @inproceedings{cvpr2022_light_19257, title = {{Light Field Neural Rendering}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2019_deeplight_14054, title = {{DeepLight: Learning Illumination for Unconstrained Mobile Mixed Reality}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2017_differential_12208, title = {{Differential Angular Imaging for Material Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_reducing_14717, title = {{Reducing Uncertainty in Undersampled MRI Reconstruction With Active Acquisition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2016_deep_11472, title = {{Deep Reflectance Maps}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2016_what_11978, title = {{What Sparse Light Field Coding Reveals About Scene Structure}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2024_progressive_24524, title = {{Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30791}, } @inproceedings{cvpr2024_neisf_24257, title = {{NeISF: Neural Incident Stokes Field for Geometry and Material Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31569}, } @inproceedings{cvpr2024_neural_24286, title = {{Neural Spline Fields for Burst Image Fusion and Layer Separation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31259}, } @inproceedings{cvpr2024_turbosl_25095, title = {{TurboSL: Dense Accurate and Fast 3D by Neural Inverse Structured Light}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30443}, } @inproceedings{cvpr2024_differentiable_23195, title = {{Differentiable Neural Surface Refinement for Modeling Transparent Objects}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30132}, } @inproceedings{cvpr2024_nelf_24258, title = {{NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31062}, } @inproceedings{cvpr2025_neural_27062, title = {{Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34386}, } @inproceedings{cvpr2025_deformcl_25888, title = {{DeformCL: Learning Deformable Centerline Representation for Vessel Extraction in 3D Medical Image}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32973}, } @inproceedings{cvpr2025_v2v3d_28038, title = {{V2V3D: View-to-View Denoised 3D Reconstruction for Light Field Microscopy}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32904}, } @inproceedings{cvpr2025_factored_26232, title = {{Factored-NeuS: Reconstructing Surfaces, Illumination, and Materials of Possibly Glossy Objects}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32746}, } @inproceedings{cvpr2025_iris_26576, title = {{IRIS: Inverse Rendering of Indoor Scenes from Low Dynamic Range Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35190}, } @inproceedings{cvpr2024_lightoctree_24011, title = {{LightOctree: Lightweight 3D Spatially-Coherent Indoor Lighting Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31110}, } @inproceedings{cvpr2024_real_24594, title = {{Real-time Acquisition and Reconstruction of Dynamic Volumes with Neural Structured Illumination}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31671}, } @inproceedings{neurips2024_robir_74541, title = {{RobIR: Robust Inverse Rendering for High-Illumination Scenes}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93043}, } @inproceedings{aaai2026_phys_104192, title = {{Phys-Liquid: A Physics-Informed Dataset for Estimating 3D Geometry and Volume of Transparent Deformable Liquids}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37721}, } @inproceedings{aaai2024_inertial_6320, title = {{Inertial Algorithm with Dry Fraction and Convolutional Sparse Coding for 3D Localization with Light Field Microscopy}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30072}, } @inproceedings{icml2026_structure_51963, title = {{Structure-Aware Consistency Priors for Shape from Polarization in Complex Media}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=RVq8zBMmaJ}, } @inproceedings{neurips2025_clift_76707, title = {{CLiFT: Compressive Light-Field Tokens for Compute Efficient and Adaptive Neural Rendering}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=MGJVhzWa2s}, } @inproceedings{neurips2025_from_77394, title = {{From Pixels to Views: Learning Angular-Aware and Physics-Consistent Representations for Light Field Microscopy}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=TLlFnoPUdB}, } @inproceedings{iclr2026_joint_89430, title = {{Joint Shadow Generation and Relighting via Light-Geometry Interaction Maps}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=yrVAA0czRz}, }