mode collapse

Testing Generated Distributions in GANs to Penalize Mode Collapse AISTATS 2024 Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023 Class-Balancing Diffusion Models CVPR 2023 Combating Mode Collapse via Offline Manifold Entropy Estimation AAAI 2023 CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning AAAI 2023 IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse IJCAI 2023 Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations ICCV 2023 KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation IJCAI 2023 Neural Characteristic Function Learning for Conditional Image Generation ICCV 2023 Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023 Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023 Unveiling the Latent Space Geometry of Push-Forward Generative Models ICML 2023 A Convergent and Dimension-Independent Min-Max Optimization Algorithm ICML 2022 Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense ICML 2022 CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis NeurIPS 2022 Collapse by Conditioning: Training Class-conditional GANs with Limited Data ICLR 2022 Cost Ensemble with Gradient Selecting for GANs IJCAI 2022 GenCo: Generative Co-training for Generative Adversarial Networks with Limited Data AAAI 2022 Improving Generative Adversarial Networks via Adversarial Learning in Latent Space NeurIPS 2022 Increasing the Diversity of Deep Generative Models AAAI 2022 Instability and Local Minima in GAN Training with Kernel Discriminators NeurIPS 2022 MCL-GAN: Generative Adversarial Networks with Multiple Specialized Discriminators NeurIPS 2022 Self-Supervised Learning with an Information Maximization Criterion NeurIPS 2022 Structure-preserving GANs ICML 2022 Style-Guided and Disentangled Representation for Robust Image-to-Image Translation AAAI 2022