1 citations · 1 across the 4 of their papers we have counts for
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Sliced Wasserstein Discrepancy in Disentangling Representation and Adaptation Networks for Unsupervised Domain Adaptation
Joel Sol, Shadi Alijani, Homayoun Najjaran
This paper introduces DRANet-SWD as a novel complete pipeline for disentangling content and style representations of images for unsupervised domain adaptation (UDA). The approach b…
Sim-to-Real Domain Adaptation for Deformation Classification
Joel Sol, Jamil Fayyad, Shadi Alijani +1
Deformation detection is vital for enabling accurate assessment and prediction of structural changes in materials, ensuring timely and effective interventions to maintain safety an…
Visual Deformation Detection Using Soft Material Simulation for Pre-training of Condition Assessment Models
Joel Sol, Amir M. Soufi Enayati, Homayoun Najjaran
This paper addresses the challenge of geometric quality assurance in manufacturing, particularly when human assessment is required. It proposes using Blender, an open-source simula…