Methods › General › Variational Optimization › GECO

Generalized ELBO with Constrained Optimization

GECO

14 papers tagged archive 2025-07-28

Introduced by Danilo Jimenez Rezende et al. in Taming VAEs

archive 2025-07-28 Description, source and code snippet are the archive's method entry.

The archive carries no description for this method.

Papers archive 2025-07-28

14 shown of 14, 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.

• The GECo algorithm for Graph Neural Networks Explanation
  18 Nov 2024 · 1 repository · arXiv:2411.11391
• A Novel Unified Architecture for Low-Shot Counting by Detection and Segmentation
  27 Sep 2024 · 1 repository · arXiv:2409.18686
• Fashion Image-to-Image Translation for Complementary Item Retrieval
  19 Aug 2024 · 0 repositories · arXiv:2408.09847
• A Scalable and Effective Alternative to Graph Transformers
  17 Jun 2024 · 0 repositories · arXiv:2406.12059
• GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations
  17 Jun 2024 · 1 repository · arXiv:2406.11547
• GECO: Generative Image-to-3D within a SECOnd
  30 May 2024 · 0 repositories · arXiv:2405.20327
• Joint Generative-Contrastive Representation Learning for Anomalous Sound Detection
  20 May 2023 · 0 repositories · arXiv:2305.12111
• Modeling Speaker-Listener Interaction for Backchannel Prediction
  10 Apr 2023 · 0 repositories · arXiv:2304.04472
• GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement
  20 Apr 2021 · 2 repositories · arXiv:2104.09958
• [Re] Hamiltonian Generative Networks
  31 Jan 2021 · 1 repository
• GeCo: Quality Counterfactual Explanations in Real Time
  5 Jan 2021 · 1 repository · arXiv:2101.01292
• Dynamic Narrowing of VAE Bottlenecks Using GECO and L0 Regularization
  24 Mar 2020 · 0 repositories · arXiv:2003.10901
• GENESIS: Generative Scene Inference and Sampling with Object-Centric Latent Representations
  30 Jul 2019 · 2 repositories · arXiv:1907.13052
• Taming VAEs
  1 Oct 2018 · 3 repositories · arXiv:1810.00597
  Syntology ran 3 of 3 samples · 0 unverified · 3 pointer-only (licence)

Tasks archive 2025-07-28

20 shown of 35 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

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