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05/30/2023
GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validation
Large Language Models(LLMs) trained on large data sets came into promine...
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12/04/2020
Matching Distributions via Optimal Transport for Semi-Supervised Learning
Semi-Supervised Learning (SSL) approaches have been an influential frame...
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01/07/2020
Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces
In this work, we present a practical approach to the problem of facial l...
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09/17/2019
Identity-Aware Deep Face Hallucination via Adversarial Face Verification
In this paper, we address the problem of face hallucination by proposing...
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04/25/2019
A data-driven proxy to Stoke's flow in porous media
The objective for this work is to develop a data-driven proxy to high-fi...
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11/29/2018
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound
Unsupervised image-to-image translation is a class of computer vision pr...
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11/14/2018
Style and Content Disentanglement in Generative Adversarial Networks
Disentangling factors of variation within data has become a very challen...
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10/12/2018
Unsupervised Facial Geometry Learning for Sketch to Photo Synthesis
Face sketch-photo synthesis is a critical application in law enforcement...
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08/01/2018
A Learning-Based Framework for Two-Dimensional Vehicle Maneuver Prediction over V2V Networks
Situational awareness in vehicular networks could be substantially impro...
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07/31/2018
Deep Sketch-Photo Face Recognition Assisted by Facial Attributes
In this paper, we present a deep coupled framework to address the proble...
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07/31/2018
Prosodic-Enhanced Siamese Convolutional Neural Networks for Cross-Device Text-Independent Speaker Verification
In this paper a novel cross-device text-independent speaker verification...
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07/31/2018
ID Preserving Generative Adversarial Network for Partial Latent Fingerprint Reconstruction
Performing recognition tasks using latent fingerprint samples is often c...
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07/03/2018
Multi-Level Feature Abstraction from Convolutional Neural Networks for Multimodal Biometric Identification
In this paper, we propose a deep multimodal fusion network to fuse multi...
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04/09/2018
Attribute-Centered Loss for Soft-Biometrics Guided Face Sketch-Photo Recognition
Face sketches are able to capture the spatial topology of a face while l...
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01/04/2018
Deep Cross Polarimetric Thermal-to-visible Face Recognition
In this paper, we present a deep coupled learning frame- work to address...
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01/03/2018
