我自己的理解是，扩散模型中的 class-conditional image synthesis 是指在生成图像时，需要提供图像类别的...
Different from generic image synthesis tasks, the available fine-grained data may be inadequate, and the differences among the object categories are typically subtle. To address these issues, we propose a Semantic Regularized class-conditional Generative Adversarial Network, which is referred to as SRe...
Fine-Tuning Command for Class-Conditional Generation Commands to reproduce finetuning generation experiments after self-supervised pre-training. 10k-FID and 10k-IS scores are automatically computed during training with 125 sampling steps. UMD-B/4TFDS_DATA_DIR=gs://{BUCKET_NAME}/tensorflow_datasets ba...
AssetManifestDockerImageDestination AssetManifestFileDestination AssetOptions AssetStagingProps BootstraplessSynthesizerProps BundlingOptions CliCredentialsStackSynthesizerProps CopyOptions CustomResourceProps CustomResourceProviderBaseProps CustomResourceProviderOptions CustomResourceProviderProps DefaultStackSynthesizerProps Docker...
Lifelong gan: Continual learning for conditional image generation. In Int. Conf. Comput. Vis., 2019. 1 [44] Junting Zhang, Jie Zhang, Shalini Ghosh, Dawei Li, Serafet- tin Tasci, Larry Heck, Heming Zhang, and C-C Jay Kuo. Class-incremental learning via deep mo...
Ramesh, A., Dhariwal, P., Nichol, A., Chu, C., Chen, M.: Hierarchical text-conditional image generation with clip latents. arXiv preprint arXiv:2204.061251(2), 3 (2022) Ramesh, A., et al.: Zero-shot text-to-image generation. In: International Conference on Machine Learning, pp. ...
we introduce non-linear generalizations of CFG. Through numerical simulations on Gaussian mixtures and experiments on class-conditional and text-to-image diffusion models, we validate our analysis and show that our non-linear CFG offers improved flexibility and generation quality without additional computa...
Conditional Demographic Disparity (CDD) Generate Reports for Bias in Pre-training Data in SageMaker Studio Post-training Data and Model Bias Model Explainability Explainability with Autopilot Model governance Docker containers for training and deploying models Configure security in Amazon SageMaker AI Algorith...
internal_execute_conditional_query() : Sql_service_commands internal_execute_query() : Sql_service_commands internal_fetch() : Prepared_statement_handle Internal_function_factory() : anonymous_namespace{item_create.cc}::Internal_function_factory< Instantiator_fn > internal_get_system_variable() :...
Synthetic Gastritis Image Generation via Loss Function-Based Conditional PGGAN. IEEE Access 2019, 7, 87448–87457. [Google Scholar] [CrossRef] Karras, T.; Aila, T.; Laine, S.; Lehtinen, J. Progressive growing of gans for improved quality, stability, and variation. arXiv 2017, arXiv:...