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09/04/2023
Learning a Patent-Informed Biomedical Knowledge Graph Reveals Technological Potential of Drug Repositioning Candidates
Drug repositioning-a promising strategy for discovering new therapeutic ...
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08/18/2023
Accelerated materials language processing enabled by GPT
Materials language processing (MLP) is one of the key facilitators of ma...
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07/24/2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry
Despite the success of diffusion models (DMs), we still lack a thorough ...
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05/24/2023
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport
Optimal Transport (OT) problem investigates a transport map that bridges...
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10/11/2022
Finding the global semantic representation in GAN through Frechet Mean
The ideally disentangled latent space in GAN involves the global represe...
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10/11/2022
Time-aware topic identification in social media with pre-trained language models: A case study of electric vehicles
Recent extensively competitive business environment makes companies to k...
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05/26/2022
Analyzing the Latent Space of GAN through Local Dimension Estimation
The impressive success of style-based GANs (StyleGANs) in high-fidelity ...
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06/13/2021
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs
In this paper, we propose a method to find local-geometry-aware traversa...
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10/21/2020
Deep learning-based citation recommendation system for patents
In this study, we address the challenges in developing a deep learning-b...
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09/17/2020
Discond-VAE: Disentangling Continuous Factors from the Discrete
We propose a variant of VAE capable of disentangling both variations wit...
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07/03/2019