Generative Adversarial Networks

CascadeNet: Generating Network Traffic with High-Fidelity Temporal Patterns NSDI 2026 Generative Bayesian Inference with GANs JMLR 2026 Perceptual Neural Video Compression with Color Separation and Rank Chain CVPR 2026 TUDSR: Twice Upsampling-Diffusion for Higher Super-Resolution CVPR 2026 4D-VQ-GAN: A World Model for Synthesizing Medical Scans at Any Time Point for Personalized Disease Progression Modeling of Idiopathic Pulmonary Fibrosis MIDL 2025 A Deformable Convolution GAN Approach for Speech Dereverberation in Cochlear Implant Users Interspeech 2025 AF-Vocoder: Artifact-Free Neural Vocoder with Global Artifact Filter Interspeech 2025 Anatomy-Guided Multi-Path CycleGAN for Lung CT Kernel Harmonization MIDL 2025 Bridging the Gap Between f-divergences and Bayes Hilbert Spaces ICLR 2025 DeepFilterGAN: A Full-band Real-time Speech Enhancement System with GAN-based Stochastic Regeneration Interspeech 2025 Do WGANs succeed because they minimize the Wasserstein Distance? Lessons from Discrete Generators ICLR 2025 DRI-GAN: A Novel Dual Real Input GAN with Triplet Loss for Cross-Lingual and Noisy SLU Interspeech 2025 Factorized RVQ-GAN For Disentangled Speech Tokenization Interspeech 2025 Few-step Adversarial Schrödinger Bridge for Generative Speech Enhancement Interspeech 2025 I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP MIDL 2025 MagicMask: A Fast and High-fidelity Face Swapping Method Robust to Face Pose ACML 2025 Mitigating analytical variability in fMRI with style transfer MIDL 2025 Neural Spectral Band Generation for Audio Coding Interspeech 2025 Neurodyne: Neural Pitch Manipulation with Representation Learning and Cycle-Consistency GAN Interspeech 2025 PN-GAIL: Leveraging Non-optimal Information from Imperfect Demonstrations ICLR 2025 SaD: A Scenario-Aware Discriminator for Speech Enhancement Interspeech 2025 Speaker Normalization and Content Restoration for Zero-Shot Voice Conversion with Attention-Enhanced Discriminator Interspeech 2025 SSDD-GAN: Single-Step Denoising Diffusion GAN for Cochlear Implant Surgical Scene Completion MIDL 2025 StarGAN-Aug: A Cross-domain Fault Audio Generation Method for High-performance Fault Diagnosis of Power Transformers Interspeech 2025 Statistical Guarantees for Unpaired Image-to-Image Cross-Domain Analysis using GANs AISTATS 2025