Methods › Graphs › Graph Models › MoNet
Mixture model network
MoNet
Introduced by Federico Monti et al. in Geometric deep learning on graphs and manifolds using mixture model CNNs
archive 2025-07-28 Description, source and code snippet are the archive's method entry.
Mixture model network (MoNet) is a general framework allowing to design convolutional deep architectures on non-Euclidean domains such as graphs and manifolds.
Image and description from: Geometric deep learning on graphs and manifolds using mixture model CNNs
Papers archive 2025-07-28
25 shown of 25, newest first. Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code; it is per sample and not a correctness claim.
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Monet: Mixture of Monosemantic Experts for Transformers 5 Dec 2024 · 1 repository · arXiv:2412.04139
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Towards Scalable Foundation Models for Digital Dermatology 8 Nov 2024 · 1 repository · arXiv:2411.05514
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Self-Supervised Interpretable End-to-End Learning via Latent Functional Modularity 21 Feb 2024 · 0 repositories · arXiv:2403.18947
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Multilinear Operator Networks 31 Jan 2024 · 1 repository · arXiv:2401.17992Syntology ran 13 of 15 samples · 2 unverified
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MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation 15 Dec 2023 · 1 repository · arXiv:2312.09511
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Ablation Study to Clarify the Mechanism of Object Segmentation in Multi-Object Representation Learning 5 Oct 2023 · 0 repositories · arXiv:2310.03273
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The MONET dataset: Multimodal drone thermal dataset recorded in rural scenarios 11 Apr 2023 · 1 repository · arXiv:2304.05417
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MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking 10 Nov 2022 · 0 repositories · arXiv:2211.05503
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Multi-Order Networks for Action Unit Detection 1 Feb 2022 · 0 repositories · arXiv:2202.00446
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Joint Detection of Motion Boundaries and Occlusions 1 Nov 2021 · 1 repository · arXiv:2111.01261
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Complementing the Linear-Programming Learning Experience with the Design and Use of Computerized Games: The Formula 1 Championship Game 19 Sep 2021 · 0 repositories · arXiv:2109.10698
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Motion-guided Non-local Spatial-Temporal Network for Video Crowd Counting 28 Apr 2021 · 0 repositories · arXiv:2104.13946
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Cycle Generative Adversarial Networks Algorithm With Style Transfer For Image Generation 11 Jan 2021 · 0 repositories · arXiv:2101.03921
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Language-Mediated, Object-Centric Representation Learning 31 Dec 2020 · 0 repositories · arXiv:2012.15814
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MoNet: Motion-based Point Cloud Prediction Network 21 Nov 2020 · 0 repositories · arXiv:2011.10812
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Memory Optimization for Deep Networks 27 Oct 2020 · 1 repository · arXiv:2010.14501Syntology ran 0 of 3 samples · 3 unverified
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Efficient, high-performance pancreatic segmentation using multi-scale feature extraction 2 Sep 2020 · 1 repository · arXiv:2009.00872
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MONET: Debiasing Graph Embeddings via the Metadata-Orthogonal Training Unit 25 Sep 2019 · 0 repositories · arXiv:1909.11793
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GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations 30 Jul 2019 · 2 repositories · arXiv:1907.13052
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Hallucinating Optical Flow Features for Video Classification 28 May 2019 · 1 repository · arXiv:1905.11799
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Sym-parameterized Dynamic Inference for Mixed-Domain Image Translation 29 Nov 2018 · 1 repository · arXiv:1811.12362
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MoNet: Deep Motion Exploitation for Video Object Segmentation 1 Jun 2018 · 0 repositories
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MONET: Multiview Semi-supervised Keypoint Detection via Epipolar Divergence 31 May 2018 · 1 repository · arXiv:1806.00104
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MoNet: Moments Embedding Network 20 Feb 2018 · 0 repositories · arXiv:1802.07303
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Geometric deep learning on graphs and manifolds using mixture model CNNs 25 Nov 2016 · 4 repositories · arXiv:1611.08402Syntology ran 0 of 5 samples · 5 unverified
Tasks archive 2025-07-28
20 shown of 58 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.
Usage over time archive 2025-07-28
Components: the archive holds no method-to-method composition, so PwC's Components table cannot be rebuilt; the Papers list carries no Results column for the same reason (the archive does not join its leaderboard rows to method tags).
Categories archive 2025-07-28
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections