Research graph
References from MoE-Enhanced Explainable Deep Manifold Transformation for Complex Data Embedding and Visualization. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1007/978-3-031-19803-8_34
10.1007/978-3-031-19803-8_34 · External reference
10.1016/j.neunet.2023.02.018
10.1016/j.neunet.2023.02.018 · External reference
10.1109/tpami.2023.3346212
10.1109/tpami.2023.3346212 · External reference
10.1109/tpami.2021.3127698
10.1109/tpami.2021.3127698 · External reference
10.1109/tkde.2024.3367721
10.1109/tkde.2024.3367721 · External reference
10.1109/tkde.2021.3132373
10.1109/tkde.2021.3132373 · External reference
10.1016/j.inffus.2020.01.005
10.1016/j.inffus.2020.01.005 · External reference
10.1007/s10462-020-09928-0
10.1007/s10462-020-09928-0 · External reference
10.1109/tkde.2023.3328882
10.1109/tkde.2023.3328882 · External reference
Visualizing data using t-SNE
2008 · External reference
10.1016/j.health.2022.100125
10.1016/j.health.2022.100125 · External reference
10.1038/s42256-023-00698-2
10.1038/s42256-023-00698-2 · External reference
10.1109/tkde.2024.3425460
10.1109/tkde.2024.3425460 · External reference
A tutorial on principal component analysis for dimensionality reduction in machine learning
2023 · External reference
10.1109/tpami.2022.3222104
10.1109/tpami.2022.3222104 · External reference
10.1016/j.ins.2023.120030
10.1016/j.ins.2023.120030 · External reference
GNUMAP: A parameter-free approach to unsupervised dimensionality reduction via graph neural networks
2024 · External reference
10.1016/j.asoc.2024.111817
10.1016/j.asoc.2024.111817 · External reference
10.1109/tgrs.2020.2963848
10.1109/tgrs.2020.2963848 · External reference
10.21105/joss.00861
10.21105/joss.00861 · External reference
10.1162/neco_a_01434
10.1162/neco_a_01434 · External reference
Robust parametric UMAP for the analysis of single-cell data
2023 · External reference
10.1109/tvcg.2022.3223399
10.1109/tvcg.2022.3223399 · External reference
10.1002/widm.1493
10.1002/widm.1493 · External reference
10.1109/tetci.2021.3100641
10.1109/tetci.2021.3100641 · External reference
Hyperbolic domains in real euclidean spaces
2021 · External reference
10.52202/068431-0515
10.52202/068431-0515 · External reference
A survey on mixture of experts
10.36227/techrxiv.172055626.64129172/v1 · 2024 · External reference
10.1007/bf02289694
10.1007/bf02289694 · External reference
10.1126/science.290.5500.2319
10.1126/science.290.5500.2319 · External reference
10.1126/science.290.5500.2323
10.1126/science.290.5500.2323 · External reference
Topological autoencoders
External reference
10.1162/neco_a_01434
10.1162/neco_a_01434 · External reference
10.1016/j.neucom.2023.127182
10.1016/j.neucom.2023.127182 · External reference
Cells2Vec: Bridging the gap between experiments and simulations using causal representation learning
2023 · External reference
10.1109/tvcg.2018.2865194
10.1109/tvcg.2018.2865194 · External reference
10.1109/tvcg.2015.2467552
10.1109/tvcg.2015.2467552 · External reference
10.1109/cvpr46437.2021.00084
10.1109/cvpr46437.2021.00084 · External reference
10.1016/j.neucom.2023.01.073
10.1016/j.neucom.2023.01.073 · External reference
Poincaré embeddings for learning hierarchical representations
External reference
10.1109/cvpr42600.2020.00645
10.1109/cvpr42600.2020.00645 · External reference
10.1101/gr.277068.122
10.1101/gr.277068.122 · External reference
10.1038/s41467-023-43337-5
10.1038/s41467-023-43337-5 · External reference
Hyperbolic representation learning: Revisiting and advancing
External reference
The numerical stability of hyperbolic representation learning
External reference
10.1186/s40537-019-0197-0
10.1186/s40537-019-0197-0 · External reference
10.1609/aaai.v34i07.7000
10.1609/aaai.v34i07.7000 · External reference
ImageNet classification with deep convolutional neural networks
External reference
Very deep convolutional networks for large-scale image recognition
External reference
10.1109/cvpr42600.2020.00672
10.1109/cvpr42600.2020.00672 · External reference
10.1109/tim.2020.2976420
10.1109/tim.2020.2976420 · External reference
10.1109/tip.2015.2512108
10.1109/tip.2015.2512108 · External reference
10.1007/978-3-031-20053-3_26
10.1007/978-3-031-20053-3_26 · External reference
DiffAug: Enhance unsupervised contrastive learning with domain-knowledge-free diffusion-based data augmentation
External reference
Categorical reparameterization with gumbel-softmax
2016 · External reference
Scaling vision with sparse mixture of experts
External reference
10.1103/z2zk-m4c3
10.1103/z2zk-m4c3 · External reference
Estimating or propagating gradients through stochastic neurons for conditional computation
2013 · External reference
10.1109/ijcnn.2000.857886
10.1109/ijcnn.2000.857886 · External reference
Accelerating t-SNE using tree-based algorithms
2014 · External reference
10.1038/s41598-019-45301-0
10.1038/s41598-019-45301-0 · External reference
Understanding how dimension reduction tools work: An empirical approach to deciphering t-SNE, UMAP, TriMap, and PaCMAP for data visualization
2021 · External reference
10.1109/cvpr52688.2022.00043
10.1109/cvpr52688.2022.00043 · External reference
Learning a parametric embedding by preserving local structure
External reference
10.1038/s41586-020-2157-4
10.1038/s41586-020-2157-4 · External reference
A review of artificial intelligence based biological-tree construction: Priorities, methods, applications and trends
2024 · External reference
GenBench: A benchmarking suite for systematic evaluation of genomic foundation models
2024 · External reference
10.1152/physrev.00041.2003
10.1152/physrev.00041.2003 · External reference
10.1038/s41586-020-2797-4
10.1038/s41586-020-2797-4 · External reference
10.1016/j.pneurobio.2011.01.005
10.1016/j.pneurobio.2011.01.005 · External reference
10.1126/science.add7046
10.1126/science.add7046 · External reference
10.1038/s41587-019-0336-3
10.1038/s41587-019-0336-3 · External reference
10.1201/9781315373515-8
10.1201/9781315373515-8 · External reference
10.1145/2872427.2883041
10.1145/2872427.2883041 · External reference
Learning topology-preserving data representations
External reference
10.1109/bigdata50022.2020.9378049
10.1109/bigdata50022.2020.9378049 · External reference
10.1177/15578666261423965
10.1177/15578666261423965 · External reference
10.1002/widm.1379
10.1002/widm.1379 · External reference
Representation tradeoffs for hyperbolic embeddings
External reference
Hyperbolic neural networks
External reference
10.1109/cvpr42600.2020.00929
10.1109/cvpr42600.2020.00929 · External reference
