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08/25/2023
A Fast Minimization Algorithm for the Euler Elastica Model Based on a Bilinear Decomposition
The Euler Elastica (EE) model with surface curvature can generate artifa...
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08/23/2023
DISGAN: Wavelet-informed Discriminator Guides GAN to MRI Super-resolution with Noise Cleaning
MRI super-resolution (SR) and denoising tasks are fundamental challenges...
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08/08/2023
Cloth2Tex: A Customized Cloth Texture Generation Pipeline for 3D Virtual Try-On
Fabricating and designing 3D garments has become extremely demanding wit...
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08/07/2023
Almost-sure convergence of iterates and multipliers in stochastic sequential quadratic optimization
Stochastic sequential quadratic optimization (SQP) methods for solving c...
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08/03/2023
Large-scale Generative Simulation Artificial Intelligence: the Next Hotspot in Generative AI
The concept of GenAI has been developed for decades. Until recently, it ...
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07/08/2023
Emotion-Guided Music Accompaniment Generation Based on Variational Autoencoder
Music accompaniment generation is a crucial aspect in the composition pr...
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07/04/2023
Pretraining is All You Need: A Multi-Atlas Enhanced Transformer Framework for Autism Spectrum Disorder Classification
Autism spectrum disorder (ASD) is a prevalent psychiatric condition char...
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06/28/2023
Reduce Computational Complexity for Convolutional Layers by Skipping Zeros
Deep neural networks rely on parallel processors for acceleration. To de...
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06/18/2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data
Challenges drive the state-of-the-art of automated medical image analysi...
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05/24/2023
Collaborative World Models: An Online-Offline Transfer RL Approach
Training visual reinforcement learning (RL) models in offline datasets i...
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05/18/2023
Large Language Models can be Guided to Evade AI-Generated Text Detection
Large Language Models (LLMs) have demonstrated exceptional performance i...
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05/15/2023
Dragon-Alpha cu32: A Java-based Tensor Computing Framework With its High-Performance CUDA Library
Java is very powerful, but in Deep Learning field, its capabilities prob...
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05/05/2023
Generic and Robust Root Cause Localization for Multi-Dimensional Data in Online Service Systems
Localizing root causes for multi-dimensional data is critical to ensure ...
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05/04/2023
Spatial and Modal Optimal Transport for Fast Cross-Modal MRI Reconstruction
Multi-modal Magnetic Resonance Imaging (MRI) plays an important role in ...
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04/28/2023
A Stochastic-Gradient-based Interior-Point Algorithm for Solving Smooth Bound-Constrained Optimization Problems
A stochastic-gradient-based interior-point algorithm for minimizing a co...
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04/19/2023
Improving Urban Flood Prediction using LSTM-DeepLabv3+ and Bayesian Optimization with Spatiotemporal feature fusion
Deep learning models have become increasingly popular for flood predicti...
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03/28/2023
Boundary-to-Solution Mapping for Groundwater Flows in a Toth Basin
In this paper, the authors propose a new approach to solving the groundw...
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03/24/2023
A Three-Player GAN for Super-Resolution in Magnetic Resonance Imaging
Learning based single image super resolution (SISR) task is well investi...
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03/09/2023
Improving Video Retrieval by Adaptive Margin
Video retrieval is becoming increasingly important owing to the rapid em...
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02/18/2023
Anomaly Detection of UAV State Data Based on Single-class Triangular Global Alignment Kernel Extreme Learning Machine
Unmanned Aerial Vehicles (UAVs) are widely used and meet many demands in...
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02/15/2023
Entropy-Production-Rate-Preserving Algorithms for Thermodynamically Consistent Nonisothermal Models of Incompressible Binary Fluids
We derive a thermodynamically consistent, non-isothermal, hydrodynamic m...
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02/06/2023
Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend
Word-level textual adversarial attacks have achieved striking performanc...
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01/03/2023
RELIANT: Fair Knowledge Distillation for Graph Neural Networks
Graph Neural Networks (GNNs) have shown satisfying performance on variou...
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12/05/2022
Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point Densities
Downsampling and feature extraction are essential procedures for 3D poin...
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11/30/2022
Growing Instance Mask on Leaf
Contour-based instance segmentation methods include one-stage and multi-...
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09/07/2022
Text Growing on Leaf
Irregular-shaped texts bring challenges to Scene Text Detection (STD). A...
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09/07/2022
Zoom Text Detector
To pursue comprehensive performance, recent text detectors improve detec...
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07/09/2022
SHDM-NET: Heat Map Detail Guidance with Image Matting for Industrial Weld Semantic Segmentation Network
In actual industrial production, the assessment of the steel plate weldi...
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06/17/2022
Holistic Transformer: A Joint Neural Network for Trajectory Prediction and Decision-Making of Autonomous Vehicles
Trajectory prediction and behavioral decision-making are two important t...
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06/06/2022
Optimization-based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning
Gradient coding schemes effectively mitigate full stragglers in distribu...
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05/06/2022
From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data
Visual question answering (VQA) for remote sensing scene has great poten...
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04/05/2022
On the size distribution of Levenshtein balls with radius one
The fixed length Levenshtein (FLL) distance between two words 𝐱,𝐲∈ℤ_m^n ...
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03/23/2022
DR.VIC: Decomposition and Reasoning for Video Individual Counting
Pedestrian counting is a fundamental tool for understanding pedestrian p...
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02/21/2022
A Deep Learning Approach to Predicting Ventilator Parameters for Mechanically Ventilated Septic Patients
We develop a deep learning approach to predicting a set of ventilator pa...
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01/23/2022
Accelerated numerical algorithms for steady states of Gross-Pitaevskii equations coupled with microwaves
We present two accelerated numerical algorithms for single-component and...
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01/12/2022
Towards Integrated Sensing and Communications for 6G
For the next generation of mobile communications systems, the integratio...
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12/30/2021
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation
Generating 3D city models rapidly is crucial for many applications. Mono...
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12/15/2021
ForgeryNet – Face Forgery Analysis Challenge 2021: Methods and Results
The rapid progress of photorealistic synthesis techniques has reached a ...
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09/28/2021
An Open Problem on the Bentness of Mesnager's Functions
Let n=2m. In the present paper, we study the binomial Boolean functions ...
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09/18/2021
Optimization-based Block Coordinate Gradient Coding
Existing gradient coding schemes introduce identical redundancy across t...
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09/15/2021
A hybrid phase field method for fluid-structure interactions in viscous fluids
We present a novel computational modeling framework to numerically inves...
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08/16/2021
Q-ary non-overlapping codes: a generating function approach
Non-overlapping codes are a set of codewords in ⋃_n ≥ 2ℤ_q^n, where ℤ_q ...
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08/11/2021
A Channel-Aware Routing Protocol With Nearest Neighbor Regression For Underwater Sensor Networks
The underwater acoustic channel is one of the most challenging communica...
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07/19/2021
VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results
Crowd counting on the drone platform is an interesting topic in computer...
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06/15/2021
The subfield codes and subfield subcodes of a family of MDS codes
Maximum distance separable (MDS) codes are very important in both theory...
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04/24/2021
Spatial-Spectral Clustering with Anchor Graph for Hyperspectral Image
Hyperspectral image (HSI) clustering, which aims at dividing hyperspectr...
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04/11/2021
Auto-weighted Multi-view Feature Selection with Graph Optimization
In this paper, we focus on the unsupervised multi-view feature selection...
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04/11/2021
RayNet: Real-time Scene Arbitrary-shape Text Detection with Multiple Rays
Existing object detection-based text detectors mainly concentrate on det...
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03/25/2021
Spatial-spectral Hyperspectral Image Classification via Multiple Random Anchor Graphs Ensemble Learning
Graph-based semi-supervised learning methods, which deal well with the s...
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03/20/2021