PapersWithCode CNN

Year Key name Thesis Translation Analysis
2013 R-CNN Rich feature hierarchies for accurate object detection and semantic segmentation Null Link
2016 FPN Feature Pyramid Networks for Object Detection Null Link

PapersWithCode GAN

Year Thesis Translation Analysis
2014 Generative Adversarial Nets Link Null
2014 Conditional Generative Adversarial Nets Link Null
2015 U-Net: Convolutional Networks for Biomedical Image Segmentation Link Null
2016 Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Link Null
2016 UNSUPERVISED REPRESENTATION LEARNING WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS Link Null
2016 Semi-Supervised Learning with Generative Adversarial Networks Link Null
2016 InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets Link Null
2016 Image-to-Image Translation with Conditional Adversarial Networks Link Null
2017 Wasserstein GAN Link Null
2017 ENERGY-BASED GENERATIVE ADVERSARIAL NETWORKS Link Null
2017 A LEARNED REPRESENTATION FOR ARTISTIC STYLE Link Null
2017 StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Link Null
2017 Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Link Null
2018 PROGRESSIVE GROWING OF GANS FOR IMPROVED QUALITY, STABILITY, AND VARIATION Link Null
2018 Emergence of Invariance and Disentanglement in Deep Representations Link Null
2018 StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation Link Null
2018 Toward Characteristic-Preserving Image-based Virtual Try-On Network Link Null
2019 A Large-Scale Study on Regularization and Normalization in GANs Link Null
2019 A Style-Based Generator Architecture for Generative Adversarial Networks Link Null
2020 Controllable Person Image Synthesis with Attribute-Decomposed GAN Link Null
2022 InsetGAN for Full-Body Image Generation Link Null

PapersWithCode Diffusion

Year Key name Thesis Translation Analysis
2015 DPM Deep Unsupervised Learning using Nonequilibrium Thermodynamics Null Link
2020 Score-based generative model Improved Techniques for Training Score-Based Generative Models Null Link
2020 DDPM Denoising Diffusion Probabilistic Model Null Link
2021 Stable Diffusion High-Resolution Image Synthesis with Latent Diffusion Models Link Null
2022 DiffuseIT Diffusion-based Image Translation using Disentangled Style and Content Representation Link Null
2022 NFD 3D Neural Field Generation using Triplane Diffusion Link Null
2022 U-ViT All are Worth Words: A ViT Backbone for Diffusion Models Link Null
2023 3DQD 3DQD - Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process Link Null
2023 DiffFashion DiffFashion: Reference-based Fashion Design with Structure-aware Transfer by Diffusion Models Link  

PapersWithCode VTON

Year Thesis Translation Analysis
2017 : An Image-based Virtual Try-on Network Link Null
2018 Toward Characteristic-Preserving Image-based Virtual Try-On Network Link Null
2019 -GAN: Virtual Try-on Image Generator Trained with Adversarial Loss Link Null
2020 Controllable Person Image Synthesis with Attribute-Decomposed GAN Link Null
2021 Towards Scalable Unpaired Virtual Try-On via Patch-Routed Spatially-Adaptive GAN Link Link