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08/30/2023
WUDI: A Human Involved Self-Adaptive Framework to Prevent Childhood Obesity in Internet of Things Environment
The Internet of Things (IoT) connects people, devices, and information r...
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08/28/2023
DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework
Childhood and adolescent obesity rates are a global concern because obes...
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08/03/2023
Local-Global Temporal Fusion Network with an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification
Clinical decision support systems (CDSSs) have been widely utilized to s...
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07/31/2023
DiffProsody: Diffusion-based Latent Prosody Generation for Expressive Speech Synthesis with Prosody Conditional Adversarial Training
Expressive text-to-speech systems have undergone significant advancement...
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07/30/2023
HierVST: Hierarchical Adaptive Zero-shot Voice Style Transfer
Despite rapid progress in the voice style transfer (VST) field, recent z...
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07/26/2023
Diff-E: Diffusion-based Learning for Decoding Imagined Speech EEG
Decoding EEG signals for imagined speech is a challenging task due to th...
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06/13/2023
PauseSpeech: Natural Speech Synthesis via Pre-trained Language Model and Pause-based Prosody Modeling
Although text-to-speech (TTS) systems have significantly improved, most ...
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06/12/2023
HiddenSinger: High-Quality Singing Voice Synthesis via Neural Audio Codec and Latent Diffusion Models
Recently, denoising diffusion models have demonstrated remarkable perfor...
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05/25/2023
DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion
Diffusion-based generative models have exhibited powerful generative per...
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01/02/2023
Towards Voice Reconstruction from EEG during Imagined Speech
Translating imagined speech from human brain activity into voice is a ch...
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12/05/2022
Effect of Spoken Speech in Decoding Imagined Speech from Non-Invasive Human Brain Signals
Decoding imagined speech from human brain signals is a challenging and i...
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11/29/2022
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in Videos
Previous video-based human pose estimation methods have shown promising ...
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11/02/2022
Spatial Reasoning for Few-Shot Object Detection
Although modern object detectors rely heavily on a significant amount of...
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07/20/2022
OTPose: Occlusion-Aware Transformer for Pose Estimation in Sparsely-Labeled Videos
Although many approaches for multi-human pose estimation in videos have ...
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07/20/2022
HTNet: Anchor-free Temporal Action Localization with Hierarchical Transformers
Temporal action localization (TAL) is a task of identifying a set of act...
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06/17/2022
Multi-Contextual Predictions with Vision Transformer for Video Anomaly Detection
Video Anomaly Detection(VAD) has been traditionally tackled in two main ...
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06/17/2022
Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters
Most object detection frameworks use backbone architectures originally d...
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06/17/2022
Factorization Approach for Sparse Spatio-Temporal Brain-Computer Interface
Recently, advanced technologies have unlimited potential in solving vari...
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05/23/2022
Gradient Hedging for Intensively Exploring Salient Interpretation beyond Neuron Activation
Hedging is a strategy for reducing the potential risks in various types ...
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04/22/2022
Few-Shot Object Detection with Proposal Balance Refinement
Few-shot object detection has gained significant attention in recent yea...
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04/15/2022
Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals
Speech impairments due to cerebral lesions and degenerative disorders ca...
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04/15/2022
Prototype-based Domain Generalization Framework for Subject-Independent Brain-Computer Interfaces
Brain-computer interface (BCI) is challenging to use in practice due to ...
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03/28/2022
Style-Guided Domain Adaptation for Face Presentation Attack Detection
Domain adaptation (DA) or domain generalization (DG) for face presentati...
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12/16/2021
Toward Imagined Speech based Smart Communication System: Potential Applications on Metaverse Conditions
Metaverse provides an alternative platform for human interaction in the ...
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12/15/2021
Decoding Continual Muscle Movements Related to Complex Hand Grasping from EEG Signals
Brain-computer interface (BCI) is a practical pathway to interpret users...
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12/14/2021
Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification
Deep learning frameworks have become increasingly popular in brain compu...
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12/08/2021
Mobile BCI dataset of scalp- and ear-EEGs with ERP and SSVEP paradigms while standing, walking, and running
We present a mobile dataset obtained from electroencephalography (EEG) o...
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08/16/2021
GC-TTS: Few-shot Speaker Adaptation with Geometric Constraints
Few-shot speaker adaptation is a specific Text-to-Speech (TTS) system th...
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07/19/2021
Joint Dermatological Lesion Classification and Confidence Modeling with Uncertainty Estimation
Deep learning has played a major role in the interpretation of dermoscop...
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07/19/2021
Precise Aerial Image Matching based on Deep Homography Estimation
Aerial image registration or matching is a geometric process of aligning...
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07/19/2021
Improving Interpretability of Deep Neural Networks in Medical Diagnosis by Investigating the Individual Units
As interpretability has been pointed out as the obstacle to the adoption...
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07/15/2021
One-Class Classification for Wafer Map using Adversarial Autoencoder with DSVDD Prior
Recently, semiconductors' demand has exploded in virtual reality, smartp...
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07/15/2021
DAL: Feature Learning from Overt Speech to Decode Imagined Speech-based EEG Signals with Convolutional Autoencoder
Brain-computer interface (BCI) is one of the tools which enables the com...
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07/15/2021
Motor Imagery Classification based on CNN-GRU Network with Spatio-Temporal Feature Representation
Recently, various deep neural networks have been applied to classify ele...
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07/14/2021
Domain Generalization with Pseudo-Domain Label for Face Anti-Spoofing
Face anti-spoofing (FAS) plays an important role in protecting face reco...
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07/14/2021
Detection of Abnormal Behavior with Self-Supervised Gaze Estimation
Due to the recent outbreak of COVID-19, many classes, exams, and meeting...
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06/25/2021
Towards Natural Brain-Machine Interaction using Endogenous Potentials based on Deep Neural Networks
Human-robot collaboration has the potential to maximize the efficiency o...
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06/08/2021
Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks
Brain-computer interface (BCI) is used for communication between humans ...
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06/04/2021
Fre-GAN: Adversarial Frequency-consistent Audio Synthesis
Although recent works on neural vocoder have improved the quality of syn...
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05/31/2021
ACNet: Mask-Aware Attention with Dynamic Context Enhancement for Robust Acne Detection
Computer-aided diagnosis has recently received attention for its advanta...
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05/31/2021
Learning Free-Form Deformation for 3D Face Reconstruction from In-The-Wild Images
The 3D Morphable Model (3DMM), which is a Principal Component Analysis (...
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05/31/2021
Voice of Your Brain: Cognitive Representations of Imagined Speech,Overt Speech, and Speech Perception Based on EEG
Every people has their own voice, likewise, brain signals dis-play disti...
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03/17/2021
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
Lack of adequate training samples and noisy high-dimensional features ar...
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03/04/2021
Visual Motion Imagery Classification with Deep Neural Network based on Functional Connectivity
Brain-computer interfaces (BCIs) use brain signals such as electroenceph...
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03/03/2021
Decoding Event-related Potential from Ear-EEG Signals based on Ensemble Convolutional Neural Networks in Ambulatory Environment
Recently, practical brain-computer interface is actively carried out, es...
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01/25/2021
Weakly Supervised Thoracic Disease Localization via Disease Masks
To enable a deep learning-based system to be used in the medical domain ...
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01/22/2021
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation
Visual question answering requires a deep understanding of both images a...
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01/22/2021
Human Interaction Recognition Framework based on Interacting Body Part Attention
Human activity recognition in videos has been widely studied and has rec...
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12/12/2020
Towards Neurohaptics: Brain-Computer Interfaces for Decoding Intuitive Sense of Touch
Noninvasive brain-computer interface (BCI) is widely used to recognize u...
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12/07/2020
