The Gan Zoo (latest Gan-related paper collection)

Every Week, new GAN papers are coming out and it ' s hard to keep track of them all, not to mention the incredibly creative Ways in which researchers are naming these gans! So, here's a list of what started as a fun activity compiling all named gans!

can also check out of the same data in a tabular format with functionality to filter by year or does a quick search by titl e here.

Contributions are welcome. Add links through pull requests or create a issue to lemme know I something or to start a missed.

Check Out deep hunt -My weekly AI newsletter to this repo as blogpost and me follow . 3d-gan- learning A probabilistic latent space of Object Shapes via 3D generative-adversarial modeling  (GitHub) 3d-iwgan- improved adversarial Systems for 3D Object Generation and reconstruction Abc-gan Blur and control for improved training stability of generative adversarial networks  (GitHub) Ac-gan- conditiona L Image synthesis with auxiliary classifier Gans Acgan- face aging with Conditional generative adversarial Networks Adagan- adagan:boosting generative Models Ae-gan- ae-gan:adversarial with GAN eliminating AEGAN ing inverse Mapping by autoencoder based generative adversarial Nets Affgan- amortised MAP inference for Image Super -resolution Al-cgan- learning to Generate Images-outdoor scenes from Attributes and semantic ALI Layouts Dversarially learned INference Aligngan- aligngan:learning to Align cross-domain Images with Conditional generative adversarial Am-gan- activation maximization generative adversarial Nets Anogan- unsupervised Anomaly Detection with Gener Ative adversarial Networks to Guide Marker Discovery arae- adversarially regularized autoencoders for generating Dis Crete structures  (GitHub) ARDA- adversarial representation Learning for Domain adaptation Artgan Artgan:artwork synthesis with Conditional categorial Gans B-gan- generative adversarial Nets from a density Ratio E Stimation perspective Bayesian gan- deep and hierarchical implicit Models Bayesian gan- bayesian gan bcgan Bsp Bayesian Conditional generative adverserial Networks began- began:boundary equilibrium generative adversarial NETW Orks BGAN- binary generative adversarial Networks for Image retrieval  (GitHub) Bigan- adversarial Featur E Learning Bs-gan- boundAry-seeking generative adversarial Networks c-rnn-gan- c-rnn-gan:continuous recurrent neural Networks with Adversa Rial training  (GitHub) Calogan- calogan:simulating 3D High energy particle showers in multi-layer Electromagne Tic calorimeters with generative adversarial networks  (GitHub) CAN- can:creative adversarial Networks, Genera Ting Art by Learning about Styles and deviating from Style norms Catgan- unsupervised and semi-supervised Learning W ITH categorical generative adversarial Networks Cc-gan- semi-supervised Learning with context-conditional Generative adversarial networks  (GitHub) Cgan- conditional generative adversarial Nets CGAN-  Controllable generative adversarial network Chekhov GAN- an Online Learning approach to generative adversarial Rks Cogan- coupled generative adversarial Networks Conditional Cyclegan- conditional Cyclegan for Attribute Gu ided face Image Generation Constrast-gan- Generative semantic manipulation with contrasting GAN Context-rnn-gan- contextual Rnn-gans for Abstract Reasoning Di Agram Generation cramèr GAN- the Cramer Distance as a Solution to biased Wasserstein gradients Crvae-gan Nel-recurrent variational autoencoders Cs-gan- improving neural Machine translation with Conditional Sequence Gener ative adversarial Nets Cvae-gan- cvae-gan:fine-grained Image Generation through asymmetric training CycleGAN ; unpaired image-to-image translation using cycle-consistent adversarial networks  (GitHub) DAN-  distributional adversarial Networks Dcgan- unsupervised representation Learning with Deep convolutional Generative Adversarial networks  (GitHub) Deligan- deligan:generative adversarial for Networks and diverse Limited BSP; (GitHub) Discogan- learning to Discover Cross-domain Relations with generative adversarial Networks Distancegan - one-sided unsupervised Domain Mapping Dm-gan- dual Motion GAN for future-flow Embedded video prediction Dr-gan- representation to Learning by Rotati ng Your Faces DRAGAN- how to Train Your dragan  (GitHub) Dsp-gan- depth Structure preserving Scene Image G Eneration DTN- unsupervised cross-domain Image Generation dualgan- dualgan:unsupervised Dual Learning for Ima Ge-to-image translation dualing GAN- dualing Gans Ebgan- energy-based generative Adversarial Network-  stabilizing training of generative adversarial Networks through regularization EGAN- enhanced Experience REPL Ay Generation for efficient reinforcement Learning F-gan- f-gan:training generative neural samplers using variation Al divergence minimization Ff-gan- towards large-pose face frontalization in the Wild Fila-gan- synthesizing F Ilamentary structured Images with Gans Fisher gan- fisher gan flow-gan- flow-gan:bridging Implicit and PRESCR Ibed Learning in Generative models GAN- generative adversarial networks  (GitHub) Gan-sep- gans for biological Image Synthesis&nbs p; (GitHub) Gan-vfs- generative adversarial network-based synthesis of Visible Faces from Polarimetric thermal Faces Gancs- deep generative adversarial Networks for compressed sensing automates MRI GAWWN- learning What and Wher E to draw  (GitHub) Genegan- genegan:learning Object Transfiguration and attributes subspace from unpaired nbsp; (github) geometric gan- geometric gan GMAN- generative multi-adversarial Networks Gmm-gan Towards understanding the Dynamics generative adversarial Networks Gogan- gang of gans:generative adversarial Ne Tworks with Maximum Margin ranking Gp-gan- gp-gan:towards realistic high-resolution Image blending  (GitHub) GR A- generating images with recurrent adversarial networks  (GitHub) IAN- neural Photo Editing with INTROSP Ective adversarial networks (GitHub) Icgan- invertible Conditional Gans for Image editing  (GitHub) Id-cgan- image de-raining Using a Condition Al generative adversarial network IgAN- generative Visual manipulation on the Natural Image manifold  (GitHub) I mproved GAN- improved Techniques for training gans  (GitHub) Infogan- infogan:interpretable Representation Learning by information maximizing generative adversarial nets  (GitHub) Irgan- irgan:a Minimax Game for Unifying generative and discriminative information retrieval models Iwgan- on Unifying Deep generative Mod Els L-gan- representation Learning and adversarial Generation of 3D point clouds LAGAN- learning particle phys ICS by Example:location-aware generative adversarial Networks for physics synthesis Lapgan- deep Generative Image M Odels using a Laplacian Pyramid of adversarial networks  (GitHub) Ld-gan- linear discriminant generative Adversa Rial Networks Legan- liKelihood estimation for generative adversarial Networks Lr-gan- lr-gan:layered recursive Generative Adversarial Net Works for Image Generation Ls-gan- loss-sensitive generative adversarial Networks on Lipschitz densities Lsgan-&nbs P Least squares generative adversarial Networks Mad-gan- multi-agent diverse generative Adversarial Networks MAGAN-&N Bsp Magan:margin adaptation for generative adversarial Networks Malgan- generating adversarial Malware Examples for Bla Ck-box attacks Based on GAN Maligan- maximum-likelihood augmented discrete generative adversarial Networks MARTA-GAN - deep unsupervised representation Learning for Remote sensing Images Mcgan- mcgan:mean and covariance Featur E Matching GAN Mdgan- mode regularized generative adversarial Networks Medgan- generating multi-label Discrete Electronic Health Records using generative adversarial Networks Mgan- precomputed real-time texture synthesis with Markovian Generative adversarial networks  (GitHub) Mggan- multi-generator generative adversarial Nets Mix+gan-  Generalization and equilibrium in generative adversarial Nets (Gans), Mmd-gan- mmd gan:towards Deeper Understanding of Moment Matching network  (GitHub) Mmgan- mmgan:manifold Matching generative adversarial for network ng Images Mocogan- mocogan:decomposing Motion and Content for video generation  GitHub Mpm-gan- message Passing multi-agent Gans Mv-bigan- multi-view generative adversarial Networks organ- objective-reinforced Ge Nerative adversarial Networks (organ) for Sequence Generation Models pans- perceptual adversarial Networks for image- To-image Transformation Perceptual GAN- perceptual generative adversarial to Networks for Small Object detection