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09/08/2023
Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification
Existing approaches to modeling associations between visual stimuli and ...
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09/06/2023
Progressive Attention Guidance for Whole Slide Vulvovaginal Candidiasis Screening
Vulvovaginal candidiasis (VVC) is the most prevalent human candidal infe...
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09/02/2023
AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation
Accurate automatic segmentation of medical images typically requires lar...
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08/30/2023
AI-powered Fraud Detection in Decentralized Finance: A Project Life Cycle Perspective
In recent years, blockchain technology has introduced decentralized fina...
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08/19/2023
Recap: Detecting Deepfake Video with Unpredictable Tampered Traces via Recovering Faces and Mapping Recovered Faces
The exploitation of Deepfake techniques for malicious intentions has dri...
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07/28/2023
CHATREPORT: Democratizing Sustainability Disclosure Analysis through LLM-based Tools
In the face of climate change, are companies really taking substantial s...
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07/23/2023
Downstream-agnostic Adversarial Examples
Self-supervised learning usually uses a large amount of unlabeled data t...
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07/12/2023
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification
Automatic examination of thin-prep cytologic test (TCT) slides can assis...
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06/29/2023
Multi-Scenario Ranking with Adaptive Feature Learning
Recently, Multi-Scenario Learning (MSL) is widely used in recommendation...
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06/27/2023
Paradigm Shift in Sustainability Disclosure Analysis: Empowering Stakeholders with CHATREPORT, a Language Model-Based Tool
This paper introduces a novel approach to enhance Large Language Models ...
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06/15/2023
Fresh-Fi: Enhancing Information Freshness in Commodity WiFi Systems via Customizing Lower Layers
Enhancing information freshness in wireless networks has gained signific...
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06/06/2023
Semantic Segmentation on VSPW Dataset through Contrastive Loss and Multi-dataset Training Approach
Video scene parsing incorporates temporal information, which can enhance...
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05/29/2023
InstructEdit: Improving Automatic Masks for Diffusion-based Image Editing With User Instructions
Recent works have explored text-guided image editing using diffusion mod...
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05/25/2023
ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs
The potential of integrating Computer-Assisted Diagnosis (CAD) with Larg...
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05/24/2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation
Recently, graph-based and Transformer-based deep learning networks have ...
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05/24/2023
Age of Information in Reservation Multi-Access Networks with Stochastic Arrivals: Analysis and Optimization
This paper analyzes and optimizes the average Age of Information (AAoI) ...
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05/23/2023
When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP
Multi-task learning (MTL) aims at achieving a better model by leveraging...
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05/16/2023
Machine learning enhanced real-time aerodynamic forces prediction based on sparse pressure sensor inputs
Accurate prediction of aerodynamic forces in real-time is crucial for au...
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05/15/2023
Learning Better Contrastive View from Radiologist's Gaze
Recent self-supervised contrastive learning methods greatly benefit from...
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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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04/26/2023
Learning to Bid in Repeated First-Price Auctions with Budgets
Budget management strategies in repeated auctions have received growing ...
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04/22/2023
Detecting Adversarial Faces Using Only Real Face Self-Perturbations
Adversarial attacks aim to disturb the functionality of a target system ...
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04/16/2023
Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion
Magnetic resonance (MR) images collected in 2D scanning protocols typica...
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04/11/2023
chatIPCC: Grounding Conversational AI in Climate Science
Large Language Models (LLMs) have made significant progress in recent ye...
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04/03/2023
DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
The recent progress of large language models (LLMs), including ChatGPT a...
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03/31/2023
Maximum Covariance Unfolding Regression: A Novel Covariate-based Manifold Learning Approach for Point Cloud Data
Point cloud data are widely used in manufacturing applications for proce...
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03/29/2023
MDP: A Generalized Framework for Text-Guided Image Editing by Manipulating the Diffusion Path
Image generation using diffusion can be controlled in multiple ways. In ...
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03/26/2023
BlobGAN-3D: A Spatially-Disentangled 3D-Aware Generative Model for Indoor Scenes
3D-aware image synthesis has attracted increasing interest as it models ...
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03/03/2023
Mover: Mask and Recovery based Facial Part Consistency Aware Method for Deepfake Video Detection
Deepfake techniques have been widely used for malicious purposes, prompt...
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02/14/2023
ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models
Large language models (LLMs) have recently demonstrated their potential ...
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01/13/2023
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation
Medical image segmentation methods are generally designed as fully-super...
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12/15/2022
Probabilistic Constraint Tightening Techniques for Trajectory Planning with Predictive Control
In order for automated mobile vehicles to navigate in the real world wit...
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10/28/2022
Improving Transferability of Adversarial Examples on Face Recognition with Beneficial Perturbation Feature Augmentation
Face recognition (FR) models can be easily fooled by adversarial example...
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10/25/2022
On Fine-Tuned Deep Features for Unsupervised Domain Adaptation
Prior feature transformation based approaches to Unsupervised Domain Ada...
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09/02/2022
Shuffled total least squares
Linear regression with shuffled labels and with a noisy latent design ma...
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08/12/2022
TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation
Brain network analysis for traumatic brain injury (TBI) patients is crit...
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07/19/2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection
Lung nodule detection in chest X-ray (CXR) images is common to early scr...
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07/11/2022
Dynamic Budget Throttling in Repeated Second-Price Auctions
Throttling is one of the most popular budget control methods in today's ...
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06/30/2022
DP^2-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring
Non-intrusive load monitoring (NILM), which usually utilizes machine lea...
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06/02/2022
Age of Information in Reservation Multi-Access Networks with Stochastic Arrivals
This paper investigates the Age of Information (AoI) performance of Fram...
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05/25/2022
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
Learning harmful shortcuts such as spurious correlations and biases prev...
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05/23/2022
Arbitrary Reduction of MRI Slice Spacing Based on Local-Aware Implicit Representation
Magnetic resonance (MR) images are often acquired in 2D settings for rea...
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05/06/2022
Latency Guarantee for Ubiquitous Intelligence in 6G: A Network Calculus Approach
With the gradual deployment of 5G and the continuous popularization of e...
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04/28/2022
Deep Generalized Unfolding Networks for Image Restoration
Deep neural networks (DNN) have achieved great success in image restorat...
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04/06/2022
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis
When deep neural network (DNN) was first introduced to the medical image...
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04/06/2022
FairNeuron: Improving Deep Neural Network Fairness with Adversary Games on Selective Neurons
With Deep Neural Network (DNN) being integrated into a growing number of...
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04/05/2022
BcMON: Blockchain Middleware for Offline Networks
Blockchain is becoming a new generation of information infrastructures. ...
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03/30/2022
Automatic Facial Skin Feature Detection for Everyone
Automatic assessment and understanding of facial skin condition have sev...
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03/25/2022
WaveFuzz: A Clean-Label Poisoning Attack to Protect Your Voice
People are not always receptive to their voice data being collected and ...
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03/04/2022