Generative Adversarial Networks

TAEGAN: Revisit GANs for Tabular Data Generation ACML 2025 Temporal Heterogeneous Graph Generation with Privacy, Utility, and Efficiency ICLR 2025 Unified Microphone Conversion: Many-to-Many Device Mapping via Feature-wise Linear Modulation Interspeech 2025 Vocoder-Projected Feature Discriminator Interspeech 2025 When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities UAI 2025 Zero-Shot Learning for Acoustic Event Classification Using an Attribute Vector and Conditional GAN Interspeech 2025 Analyzing and Improving Optimal-Transport-based Adversarial Networks ICLR 2024 G2L-CariGAN: Caricature Generation from Global Structure to Local Features AAAI 2024 Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation ICLR 2023 Folded Hamiltonian Monte Carlo for Bayesian Generative Adversarial Networks ACML 2023 Function-space regularized Rényi divergences ICLR 2023 GlassesGAN: Eyewear Personalization Using Synthetic Appearance Discovery and Targeted Subspace Modeling CVPR 2023 How GAN Generators can Invert Networks in Real-Time ACML 2023 Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023 StyleIPSB: Identity-Preserving Semantic Basis of StyleGAN for High Fidelity Face Swapping CVPR 2023 Evolutive Adversarially-Trained Bayesian Network Autoencoder for Interpretable Anomaly Detection PGM 2022 Generalized Natural Gradient Flows in Hidden Convex-Concave Games and GANs ICLR 2022 Graph annotation generative adversarial networks ACML 2022 Pose Guided Human Image Synthesis with Partially Decoupled GAN ACML 2022 Tackling the Generative Learning Trilemma with Denoising Diffusion GANs ICLR 2022 Transformation of Emotions in Images Using Poisson Blended Generative Adversarial Networks (Student Abstract) AAAI 2022 Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance Normalization and Semi-cycle Consistency ACML 2022 Wasserstein GANs with Gradient Penalty Compute Congested Transport COLT 2022 CTAB-GAN: Effective Table Data Synthesizing ACML 2021 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks NeurIPS 2021