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mode coverage

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mode collapse (3) generative adversarial network (3) generative model (3) generative flow network (2) image synthesis (2) image generation (2) implicit maximum likelihood estimation (1) image-to-3d generation (1) output diversity (1) artistic setting (1)

Papers

Adaptive teachers for amortized samplers ICLR 2025 DiverseFlow: Sample-Efficient Diverse Mode Coverage in Flows CVPR 2025 Generalization and Distributed Learning of GFlowNets ICLR 2025 Generative Adversarial Diffusion ICCV 2025 Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023 An Information-Theoretic Evaluation of Generative Models in Learning Multi-modal Distributions NeurIPS 2023 Increasing the Diversity of Deep Generative Models AAAI 2022 Tackling the Generative Learning Trilemma with Denoising Diffusion GANs ICLR 2022 Parallel Optimal Transport GAN CVPR 2019 Rethinking Generative Mode Coverage: A Pointwise Guaranteed Approach NeurIPS 2019