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gan training

21 papers

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Co-occurring keywords

generative adversarial network (1944) convergence analysis (395) local convergence (14) minimax problem (12) training stability (36) diffusion model (3751) generative model (2892) gradient descent (1144) minimax optimization (186) image synthesis (603)

Papers

DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech AAAI 2025
IT3D: Improved Text-to-3D Generation with Explicit View Synthesis AAAI 2024
3D-Aware Generative Model for Improved Side-View Image Synthesis ICCV 2023
CDMA: A Practical Cross-Device Federated Learning Algorithm for General Minimax Problems AAAI 2023
Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022
Complex Momentum for Optimization in Games AISTATS 2022
On Convergence of Lookahead in Smooth Games AISTATS 2022
A Convergent and Dimension-Independent Min-Max Optimization Algorithm ICML 2022
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation CVPR 2022
Stability and Generalization of Stochastic Gradient Methods for Minimax Problems ICML 2021
DeepCFL: Deep Contextual Features Learning From a Single Image WACV 2021
On Characterizing GAN Convergence Through Proximal Duality Gap ICML 2021
On Gradient Descent Ascent for Nonconvex-Concave Minimax Problems ICML 2020
MineGAN: Effective Knowledge Transfer From GANs to Target Domains With Few Images CVPR 2020
On Positive-Unlabeled Classification in GAN CVPR 2020
An Investigation Into the Stochasticity of Batch Whitening CVPR 2020
Training Generative Adversarial Networks by Solving Ordinary Differential Equations NIPS 2020
Towards a Better Understanding and Regularization of GAN Training Dynamics UAI 2019
Tempered Adversarial Networks ICML 2018
Which Training Methods for GANs do actually Converge? ICML 2018
Stabilizing Training of Generative Adversarial Networks through Regularization NIPS 2017