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09/20/2023
Semi-supervised News Discourse Profiling with Contrastive Learning
News Discourse Profiling seeks to scrutinize the event-related role of e...
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09/14/2023
Outlier-aware Inlier Modeling and Multi-scale Scoring for Anomalous Sound Detection via Multitask Learning
This paper proposes an approach for anomalous sound detection that incor...
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09/11/2023
SlideSpeech: A Large-Scale Slide-Enriched Audio-Visual Corpus
Multi-Modal automatic speech recognition (ASR) techniques aim to leverag...
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09/10/2023
SdCT-GAN: Reconstructing CT from Biplanar X-Rays with Self-driven Generative Adversarial Networks
Computed Tomography (CT) is a medical imaging modality that can generate...
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09/08/2023
RST-style Discourse Parsing Guided by Document-level Content Structures
Rhetorical Structure Theory based Discourse Parsing (RST-DP) explores ho...
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09/05/2023
Empirical Review of Smart Contract and DeFi Security: Vulnerability Detection and Automated Repair
Decentralized Finance (DeFi) is emerging as a peer-to-peer financial eco...
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08/23/2023
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning
In the realm of Large Language Models, the balance between instruction d...
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08/20/2023
The DKU-DUKEECE System for the Manipulation Region Location Task of ADD 2023
This paper introduces our system designed for Track 2, which focuses on ...
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08/17/2023
The DKU-MSXF Speaker Verification System for the VoxCeleb Speaker Recognition Challenge 2023
This paper is the system description of the DKU-MSXF System for the trac...
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08/14/2023
VoxBlink: A Large Scale Speaker Verification Dataset on Camera
In this paper, we introduce a large-scale and high-quality audio-visual ...
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08/14/2023
Approximating Human-Like Few-shot Learning with GPT-based Compression
In this work, we conceptualize the learning process as information compr...
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08/08/2023
Explicit Topology Optimization of Conforming Voronoi Foams
Topology optimization is able to maximally leverage the high DOFs and me...
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08/02/2023
Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation in Grocery Shopping
Next basket recommendation (NBR) is the task of predicting the next set ...
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07/26/2023
Online Context-aware Data Release with Sequence Information Privacy
Publishing streaming data in a privacy-preserving manner has been a key ...
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07/05/2023
Robust Graph Structure Learning with the Alignment of Features and Adjacency Matrix
To improve the robustness of graph neural networks (GNN), graph structur...
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07/04/2023
Pretraining Conformer with ASR or ASV for Anti-Spoofing Countermeasure
This paper introduces the Multi-scale Feature Aggregation Conformer (MFA...
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07/03/2023
Thompson Sampling under Bernoulli Rewards with Local Differential Privacy
This paper investigates the problem of regret minimization for multi-arm...
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07/01/2023
SecBeam: Securing mmWave Beam Alignment against Beam-Stealing Attacks
Millimeter wave (mmWave) communications employ narrow-beam directional c...
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06/29/2023
Secret-Free Device Pairing in the mmWave Band
Many Next Generation (NextG) applications feature devices that are capab...
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06/22/2023
DP-BREM: Differentially-Private and Byzantine-Robust Federated Learning with Client Momentum
Federated Learning (FL) allows multiple participating clients to train m...
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06/02/2023
A Feature Reuse Framework with Texture-adaptive Aggregation for Reference-based Super-Resolution
Reference-based super-resolution (RefSR) has gained considerable success...
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05/20/2023
Stability and Generalization of ℓ_p-Regularized Stochastic Learning for GCN
Graph convolutional networks (GCN) are viewed as one of the most popular...
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05/18/2023
Joint BS Mode Selection and Beamforming Design for Cooperative Cell-Free ISAC Networks
Owing to the promising ability of saving hardware cost and spectrum reso...
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05/18/2023
Think Outside the Code: Brainstorming Boosts Large Language Models in Code Generation
Code generation aims to automatically generate source code from high-lev...
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04/10/2023
FAN: Fatigue-Aware Network for Click-Through Rate Prediction in E-commerce Recommendation
Since clicks usually contain heavy noise, increasing research efforts ha...
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04/10/2023
Graph Neural Network-Aided Exploratory Learning for Community Detection with Unknown Topology
In social networks, the discovery of community structures has received c...
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03/17/2023
XVoxel-Based Parametric Design Optimization of Feature Models
Parametric optimization is an important product design technique, especi...
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03/04/2023
AERK: Aligned Entropic Reproducing Kernels through Continuous-time Quantum Walks
In this work, we develop an Aligned Entropic Reproducing Kernel (AERK) f...
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03/04/2023
The DKU Post-Challenge Audio-Visual Wake Word Spotting System for the 2021 MISP Challenge: Deep Analysis
This paper further explores our previous wake word spotting system ranke...
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02/19/2023
Human Emotion Knowledge Representation Emerges in Large Language Model and Supports Discrete Emotion Inference
How humans infer discrete emotions is a fundamental research question in...
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01/10/2023
CHRONOS: Time-Aware Zero-Shot Identification of Libraries from Vulnerability Reports
Tools that alert developers about library vulnerabilities depend on accu...
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01/08/2023
STPrivacy: Spatio-Temporal Tubelet Sparsification and Anonymization for Privacy-preserving Action Recognition
Recently privacy-preserving action recognition (PPAR) has been becoming ...
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01/07/2023
Deep Learning-Based UAV Aerial Triangulation without Image Control Points
The emerging drone aerial survey has the advantages of low cost, high ef...
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12/16/2022
Source Tracing: Detecting Voice Spoofing
Recent anti-spoofing systems focus on spoofing detection, where the task...
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12/08/2022
Combining Photogrammetric Computer Vision and Semantic Segmentation for Fine-grained Understanding of Coral Reef Growth under Climate Change
Corals are the primary habitat-building life-form on reefs that support ...
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12/05/2022
An operational framework to automatically evaluate the quality of weather observations from third-party stations
With increasing number of crowdsourced private automatic weather station...
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11/12/2022
Low Pass Filtering and Bandwidth Extension for Robust Anti-spoofing Countermeasure Against Codec Variabilities
A reliable voice anti-spoofing countermeasure system needs to robustly p...
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11/08/2022
Quality Control in Weather Monitoring with Dynamic Linear Models
Decisions in agriculture are frequently based on weather. With an increa...
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11/05/2022
HAQJSK: Hierarchical-Aligned Quantum Jensen-Shannon Kernels for Graph Classification
In this work, we propose a family of novel quantum kernels, namely the H...
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11/01/2022
Waveform Boundary Detection for Partially Spoofed Audio
The present paper proposes a waveform boundary detection system for audi...
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10/28/2022
Target-Speaker Voice Activity Detection via Sequence-to-Sequence Prediction
Target-speaker voice activity detection is currently a promising approac...
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10/28/2022
Laugh Betrays You? Learning Robust Speaker Representation From Speech Containing Non-Verbal Fragments
The success of automatic speaker verification shows that discriminative ...
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10/18/2022
Less is More: Simplifying Feature Extractors Prevents Overfitting for Neural Discourse Parsing Models
Complex feature extractors are widely employed for text representation b...
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10/18/2022
RibSeg v2: A Large-scale Benchmark for Rib Labeling and Anatomical Centerline Extraction
Automatic rib labeling and anatomical centerline extraction are common p...
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10/13/2022
Deepfake Detection System for the ADD Challenge Track 3.2 Based on Score Fusion
This paper describes the deepfake audio detection system submitted to th...
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10/11/2022
The DKU-Tencent System for the VoxCeleb Speaker Recognition Challenge 2022
This paper is the system description of the DKU-Tencent System for the V...
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10/07/2022
IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels
Unsupervised domain adaptation(UDA) has been applied to image semantic s...
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09/19/2022
Data-driven and machine-learning based prediction of wave propagation behavior in dam-break flood
The computational prediction of wave propagation in dam-break floods is ...
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08/31/2022
Wiggle: Physical Challenge-Response Verification of Vehicle Platooning
Autonomous vehicle platooning promises many benefits such as fuel effici...
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08/24/2022
