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09/20/2023
Bold but Cautious: Unlocking the Potential of Personalized Federated Learning through Cautiously Aggressive Collaboration
Personalized federated learning (PFL) reduces the impact of non-independ...
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07/26/2023
Take Your Pick: Enabling Effective Personalized Federated Learning within Low-dimensional Feature Space
Personalized federated learning (PFL) is a popular framework that allows...
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07/19/2023
3Deformer: A Common Framework for Image-Guided Mesh Deformation
We propose 3Deformer, a general-purpose framework for interactive 3D sha...
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06/17/2023
Active Policy Improvement from Multiple Black-box Oracles
Reinforcement learning (RL) has made significant strides in various comp...
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06/05/2023
Unlocking the Potential of Federated Learning for Deeper Models
Federated learning (FL) is a new paradigm for distributed machine learni...
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05/26/2023
OpenVIS: Open-vocabulary Video Instance Segmentation
We propose and study a new computer vision task named open-vocabulary vi...
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11/06/2022
Projection error-based guaranteed L2 error bounds for finite element approximations of Laplace eigenfunctions
For conforming finite element approximations of the Laplacian eigenfunct...
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09/27/2022
Shape optimization for the Laplacian eigenvalue over triangles and its application to interpolation error constant estimation
A computer-assisted proof is proposed for the Laplacian eigenvalue minim...
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07/13/2022
Cost-Effective Online Contextual Model Selection
How can we collect the most useful labels to learn a model selection pol...
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12/06/2021
Error constant estimation under the maximum norm for linear Lagrange interpolation
For the Lagrange interpolation over a triangular domain, we propose an e...
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10/10/2021
Vectorization of Raster Manga by Deep Reinforcement Learning
Manga is a popular Japanese-style comic form that consists of black-and-...
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05/25/2021
A posteriori local error estimation for finite element solutions of boundary value problems
Many practical problems occur due to the boundary value problem. This pa...
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04/26/2021
Visformer: The Vision-friendly Transformer
The past year has witnessed the rapid development of applying the Transf...
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01/11/2021
Computer-assisted proof for the stationary solution existence of the Navier–Stokes equation over 3D domains
The verified computing with assistance of computers has proved to be a p...
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11/16/2020
An End-to-end Method for Producing Scanning-robust Stylized QR Codes
Quick Response (QR) code is one of the most worldwide used two-dimension...
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06/04/2020
Explicit a posteriori and a priori error estimation for the finite element solution of Stokes equations
For the Stokes equation over 2D and 3D domains, explicit a posteriori an...
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05/28/2020
Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data Release
Researchers across the globe are seeking to rapidly repurpose existing d...
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04/25/2020
A Survey on Domain Knowledge Powered Deep Learning for Medical Image Analysis
Although deep learning models like CNNs have achieved a great success in...
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04/22/2020
Unpaired Photo-to-manga Translation Based on The Methodology of Manga Drawing
Manga is a world popular comic form originated in Japan, which typically...
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04/06/2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
Automatic designing computationally efficient neural networks has receiv...
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01/24/2020
Guaranteed Lower Eigenvalue Bound of Steklov Operator with Conforming Finite Element Methods
For the eigenvalue problem of the Steklov differential operator, by foll...
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12/04/2018