A physics‐informed generative framework introduces Directional Latent Hybridization (DLH) for the deterministic inverse design of nonlinear metamaterials. By hybridizing dominant traits from parent geometries in the latent space, DLH overcomes the instabilities of stochastic models to ensure high structural precision at high densities.
Semin Ahn +2 more
wiley +1 more source
Improving rare-class detection in deep-sea imagery via generative augmentation with stable diffusion. [PDF]
Deng J +5 more
europepmc +1 more source
Flexible Tactile Actuator Arrays With Integrated Electroosmotic Pumps for Wearable Haptic Systems
1 ×$\times$ 9 and 4 ×$\times$ 4 flexible tactile actuator arrays integrating electroosmotic pumps are developed to deliver pressure and vibration feedback on wearable platforms. Their thin, compliant structure conforms seamlessly to curved body surfaces, providing intimate contact and enhanced haptic sensations.
Heejin Yu, Joonbum Bae
wiley +1 more source
Multi-Stage State Assessment of Breakers Based on TCWGAN-GP and XGBoost Under Insufficient Samples. [PDF]
Sun L, Wang L, Wang J, Liu Z.
europepmc +1 more source
A Narrative Review of Augmentation Strategies in Obsessive-Compulsive Disorder: Antipsychotics as Mainstay and Emerging Role of Extended-Release Methylphenidate. [PDF]
Grigaitytė J, Strumila R.
europepmc +1 more source
Evaluation of the Effectiveness of the Socket Preservation Technique Using Allogeneic and Xenogeneic Materials: A Randomized Controlled Trial. [PDF]
Wróbel P +11 more
europepmc +1 more source
Assessment of two treatment protocols using prebent titanium mesh and customized PEEK mesh for predominantly horizontal maxillary ridge augmentation with volumetric evaluation: a randomized clinical trial. [PDF]
Alshikh BAA +3 more
europepmc +1 more source
Biological Augmentation of Reamed Intramedullary Nailing for Aseptic Tibial Shaft Nonunion: An Exploratory Multicenter Retrospective Comparative Cohort Study. [PDF]
Coviello M +11 more
europepmc +1 more source
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Learning Sample-Specific Policies for Sequential Image Augmentation
Proceedings of the 29th ACM International Conference on Multimedia, 2021This paper presents a policy-driven sequential image augmentation approach for image-related tasks. Our approach applies a sequence of image transformations (e.g., translation, rotation) over a training image, one transformation at a time, with the augmented image from the previous time step treated as the input for the next transformation.
Pu Li, Xiaobai Liu, Xiaohui Xie
openaire +1 more source

