Methods › Computer Vision › Generative Discrimination › Minibatch Discrimination

Minibatch Discrimination

5 papers tagged archive 2025-07-28

Introduced by Tim Salimans et al. in Improved Techniques for Training GANs

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

Minibatch Discrimination is a discriminative technique for generative adversarial networks where we discriminate between whole minibatches of samples rather than between individual samples. This is intended to avoid collapse of the generator.

Paper Source

Papers archive 2025-07-28

5 shown of 5, 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.

Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IAN
13 Aug 2024 · 1 repository · arXiv:2408.06761
Inferior Alveolar Nerve Segmentation in CBCT images using Connectivity-Based Selective Re-training
18 Aug 2023 · 1 repository · arXiv:2308.09298
Arabic aspect based sentiment analysis using bidirectional GRU based models
23 Jan 2021 · 0 repositories · arXiv:2101.10539
Neural Photo Editing with Introspective Adversarial Networks
22 Sep 2016 · 2 repositories · arXiv:1609.07093

Syntology ran 2 of 2 samples · 0 unverified
Improved Techniques for Training GANs
10 Jun 2016 · 46 repositories · arXiv:1606.03498

Syntology ran 1 of 2 samples · 1 unverified

Tasks archive 2025-07-28

9 tasks the archive attaches to papers tagged with this method, by distinct papers. A task without a page in the catalog is plain text.

Task	Papers
Image Generation	2
Aspect-Based Sentiment Analysis	1
Aspect-Based Sentiment Analysis (ABSA)	1
Conditional Image Generation	1
Contrastive Learning	1
Disaster Response	1
Semi-Supervised Image Classification	1
Sentence	1
Sentiment Analysis	1

Usage over time archive 2025-07-28

Papers per year the archive tags with this method, by the paper's archive date (5 dated). Bars are counts, not a trend claim.

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

Generative Discrimination

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