paper-conference

Environment Maps Editing using Inverse Rendering and Adversarial Implicit Functions
Editing High Dynamic Range (HDR) environment maps using an inverse differentiable rendering architecture is a complex inverse problem …
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Environment Maps Editing using Inverse Rendering and Adversarial Implicit Functions
Shedding More Light on Robust Classifiers Under the Lens of Energy-Based Models
By reinterpreting a robust discriminative classifier as Energy-based Model (EBM), we offer a new take on the dynamics of adversarial …
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Shedding More Light on Robust Classifiers Under the Lens of Energy-Based Models
Exploring the Connection between Robust and Generative Models
We offer a study that connects robust discriminative classifiers trained with adversarial training (AT) with generative modeling in the …
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Exploring the Connection between Robust and Generative Models
Hierarchical Fine-grained Image Forgery Detection and Localization
Differences in forgery attributes of images generated in CNN-synthesized and image-editing domains are large, and such differences make …
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Hierarchical Fine-grained Image Forgery Detection and Localization
MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier
We offer a method for one-shot mask-guided image synthesis that allows controlling manipulations of a single image by inverting a …
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MAGIC: Mask-Guided Image Synthesis by Inverting a Quasi-Robust Classifier