% Key papers for 2D-to-3D pretrained representations (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2018_memory_105961, title = {{Memory Fusion Network for Multi-view Sequential Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12021}, } @inproceedings{aaai2017_volumetric_100317, title = {{Volumetric ConvNets with Mixed Residual Connections for Automated Prostate Segmentation from 3D MR Images}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10510}, } @inproceedings{iclr2023_uni_32067, title = {{Uni-Mol: A Universal 3D Molecular Representation Learning Framework}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11617}, } @inproceedings{cvpr2019_dissecting_14092, title = {{Dissecting Person Re-Identification From the Viewpoint of Viewpoint}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2022_m3t_19283, title = {{M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2024_reliable_7107, title = {{Reliable Conflictive Multi-View Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29546}, } @inproceedings{cvpr2018_lose_13346, title = {{Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Anirudh_Lose_the_Views_CVPR_2018_paper.html}, } @inproceedings{cvpr2020_decoupled_15345, title = {{Decoupled Representation Learning for Skeleton-Based Gesture Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2019_cpm_57969, title = {{CPM-Nets: Cross Partial Multi-View Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2019}, url = {https://nips.cc/virtual/2019/poster/14485}, } @inproceedings{cvpr2025_vista3d_28049, title = {{VISTA3D: A Unified Segmentation Foundation Model For 3D Medical Imaging}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34688}, } @inproceedings{neurips2020_partially_60572, title = {{Partially View-aligned Clustering}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/18222}, } @inproceedings{cvpr2021_tangent_17976, title = {{Tangent Space Backpropagation for 3D Transformation Groups}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2024_volumetric_25258, title = {{Volumetric Environment Representation for Vision-Language Navigation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31391}, } @inproceedings{cvpr2019_elastic_14138, title = {{Elastic Boundary Projection for 3D Medical Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2023_safe_4599, title = {{Safe Multi-View Deep Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26066}, } @inproceedings{aaai2019_lipper_101257, title = {{Lipper: Synthesizing Thy Speech Using Multi-View Lipreading}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4106}, } @inproceedings{iclr2020_reconstructing_29658, title = {{Reconstructing continuous distributions of 3D protein structure from cryo-EM images}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=SJxUjlBtwB}, } @inproceedings{icml2019_deepnose_37279, title = {{DeepNose: Using artificial neural networks to represent the space of odorants}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2019}, url = {https://icml.cc/virtual/2019/poster/4175}, } @inproceedings{iclr2023_autoencoders_32133, title = {{Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/11988}, } @inproceedings{iclr2023_molecular_32241, title = {{Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/12234}, } @inproceedings{icml2024_mol_45112, title = {{Mol-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/33340}, } @inproceedings{aaai2024_learning_6467, title = {{Learning Multimodal Volumetric Features for Large-Scale Neuron Tracing}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27879}, } @inproceedings{cvpr2024_tulip_24948, title = {{TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30167}, } @inproceedings{cvpr2025_neuro_27065, title = {{Neuro-3D: Towards 3D Visual Decoding from EEG Signals}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32697}, } @inproceedings{neurips2024_lucidaction_73541, title = {{LucidAction: A Hierarchical and Multi-model Dataset for Comprehensive Action Quality Assessment}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97542}, } @inproceedings{aaai2024_null_6801, title = {{Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27869}, } @inproceedings{cvpr2024_cross_23060, title = {{Cross-Dimension Affinity Distillation for 3D EM Neuron Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31400}, } @inproceedings{cvpr2025_asign_25410, title = {{ASIGN: An Anatomy-aware Spatial Imputation Graphic Network for 3D Spatial Transcriptomics}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34630}, } @inproceedings{cvpr2025_mutri_27014, title = {{MuTri: Multi-view Tri-alignment for OCT to OCTA 3D Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33926}, } @inproceedings{cvpr2025_seqmvrl_27645, title = {{SeqMvRL: A Sequential Fusion Framework for Multi-view Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32838}, } @inproceedings{aaai2025_like_9795, title = {{Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34116}, } @inproceedings{aaai2025_sp3ctralmamba_10798, title = {{Sp3ctralMamba: Physics-Driven Joint State Space Model for Hyperspectral Image Reconstruction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32653}, } @inproceedings{cvpr2025_learning_26741, title = {{Learning Dynamic Collaborative Network for Semi-supervised 3D Vessel Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34018}, } @inproceedings{aaai2025_imagine_9508, title = {{Imagine: Image-Guided 3D Part Assembly with Structure Knowledge Graph}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32850}, } @inproceedings{cvpr2025_pose_27280, title = {{Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32923}, } @inproceedings{iclr2024_gim_34293, title = {{GIM: Learning Generalizable Image Matcher From Internet Videos}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18782}, } @inproceedings{neurips2024_slice_73313, title = {{Slice-100K: A Multimodal Dataset for Extrusion-based 3D Printing}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/97577}, }