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GarmentGAN: Photo-realistic Adversarial Fashion Transfer
TLDR
This work presents GarmentGAN, a new algorithm that performs image-based garment transfer through generative adversarial methods and improves on existing methods in the realism of generated imagery and solves various problems related to self-occlusions.
Elasto-inertial migration of deformable capsules in a microchannel.
TLDR
The findings of this paper suggest that the addition of polymers in microfluidic devices can be used to enhance the throughput of cell focusing and separation devices at a low cost.
Class-specific Anchoring Proposal for 3D Object Recognition in LIDAR and RGB Images
TLDR
This paper studies the effects of anchoring using the current state-of-the-art 3D object detector and proposes Class-specific Anchoring Proposal (CAP) strategy based on object sizes and aspect ratios based clustering of anchors that significantly increased detection accuracy's.
Thermal conductivity prediction of nanofluids containing CuO nanoparticles by using correlation and artificial neural network
Nanofluids are employed in different thermal devices due to their enhanced thermophysical features which lead to noticeable heat transfer augmentation. One of the major reasons of the heat transfer
Raman spectra‐based deep learning: A tool to identify microbial contamination
TLDR
A Raman dataset for microorganisms that are common contaminants in the pharmaceutical industry for Chinese Hamster Ovary (CHO) cells, which are often used in the production of biologics, and an attention map for different microbes and CHO cells to highlight which segments of the Raman spectra contribute the most to help discriminate between different species.
Applying GMDH neural network to estimate the thermal resistance and thermal conductivity of pulsating heat pipes
ABSTRACT Thermal performance of pulsating heat pipes (PHPs) is dependent to several factors. Inner and outer diameter of tube, filling ratio, thermal conductivity, heat input, inclination angle, and
Towards smart self-clearing glaucoma drainage device
TLDR
The addition of a magnetically powered microdevices inside the tube of a glaucoma drainage device enables the removal of debris caused by biofouling without surgery, demonstrating the proof-of-concept for smart self-clearing GDD by integrating magnetic microactuators inside the drainage tube of GDD.
Deformation and buckling of microcapsules in a viscoelastic matrix.
TLDR
The numerical results for case (1) indicate that the polymeric fluid reduces the capsule deformation and aligns the deformed capsule with the flow direction, and it narrows the range of tension experienced by the de formed capsule, while the tank-treading period significantly increases.
Suspension of deformable particles in Newtonian and viscoelastic fluids in a microchannel
TLDR
The results suggest that the use of constant-viscosity viscoelastic fluid pushes the cells toward the channel centerline which can be used in microfluidic devices used for cell focusing such as cytometers.
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