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09/06/2023
ORL-AUDITOR: Dataset Auditing in Offline Deep Reinforcement Learning
Data is a critical asset in AI, as high-quality datasets can significant...
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08/08/2023
The Model Inversion Eavesdropping Attack in Semantic Communication Systems
In recent years, semantic communication has been a popular research topi...
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08/06/2023
InterTracker: Discovering and Tracking General Objects Interacting with Hands in the Wild
Understanding human interaction with objects is an important research to...
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08/02/2023
WCCNet: Wavelet-integrated CNN with Crossmodal Rearranging Fusion for Fast Multispectral Pedestrian Detection
Multispectral pedestrian detection achieves better visibility in challen...
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07/27/2023
Seal-3D: Interactive Pixel-Level Editing for Neural Radiance Fields
With the popularity of implicit neural representations, or neural radian...
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07/27/2023
Space-Air-Ground Integrated Network (SAGIN): A Survey
Since existing mobile communication networks may not be able to meet the...
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05/09/2023
Enhancing Cyber-Resiliency of DER-based SmartGrid: A Survey
The rapid development of information and communications technology has e...
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04/05/2023
Spatial Scattering Modulation with Multipath Component Aggregation Based on Antenna Arrays
In this paper, a multipath component aggregation (MCA) mechanism is intr...
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03/17/2023
DexRepNet: Learning Dexterous Robotic Grasping Network with Geometric and Spatial Hand-Object Representations
Robotic dexterous grasping is a challenging problem due to the high degr...
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03/01/2023
Aggressive Trajectory Generation for A Swarm of Autonomous Racing Drones
Autonomous drone racing is becoming an excellent platform to challenge q...
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02/07/2023
Consistent and Asymptotically Efficient Localization from Range-Difference Measurements
We consider signal source localization from range-difference measurement...
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11/18/2022
α DARTS Once More: Enhancing Differentiable Architecture Search by Masked Image Modeling
Differentiable architecture search (DARTS) has been a mainstream directi...
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10/04/2022
ImmFusion: Robust mmWave-RGB Fusion for 3D Human Body Reconstruction in All Weather Conditions
3D human reconstruction from RGB images achieves decent results in good ...
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09/27/2022
Efficient View Path Planning for Autonomous Implicit Reconstruction
Implicit neural representations have shown promising potential for the 3...
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09/12/2022
mmBody Benchmark: 3D Body Reconstruction Dataset and Analysis for Millimeter Wave Radar
Millimeter Wave (mmWave) Radar is gaining popularity as it can work in a...
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08/03/2022
MTGFlow: Unsupervised Multivariate Time Series Anomaly Detection via Dynamic Graph and Entity-aware Normalizing Flow
Multivariate time series anomaly detection has been extensively studied ...
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07/22/2022
NeurAR: Neural Uncertainty for Autonomous 3D Reconstruction
Implicit neural representations have shown compelling results in offline...
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07/13/2022
Stability of Weighted Majority Voting under Estimated Weights
Weighted Majority Voting (WMV) is a well-known optimal decision rule for...
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05/27/2022
AsyncFedED: Asynchronous Federated Learning with Euclidean Distance based Adaptive Weight Aggregation
In an asynchronous federated learning framework, the server updates the ...
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05/25/2022
VeriFi: Towards Verifiable Federated Unlearning
Federated learning (FL) is a collaborative learning paradigm where parti...
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02/08/2022
Wireless Transmission of Images With The Assistance of Multi-level Semantic Information
Semantic-oriented communication has been considered as a promising to bo...
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01/30/2022
Neural Architecture Ranker
Architecture ranking has recently been advocated to design an efficient ...
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10/14/2021
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy
For protecting users' private data, local differential privacy (LDP) has...
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10/06/2021
FTPipeHD: A Fault-Tolerant Pipeline-Parallel Distributed Training Framework for Heterogeneous Edge Devices
With the increased penetration and proliferation of Internet of Things (...
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03/17/2021
Fairness-aware Outlier Ensemble
Outlier ensemble methods have shown outstanding performance on the disco...
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12/30/2020
PrivSyn: Differentially Private Data Synthesis
In differential privacy (DP), a challenging problem is to generate synth...
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09/01/2020
PIDNet: An Efficient Network for Dynamic Pedestrian Intrusion Detection
Vision-based dynamic pedestrian intrusion detection (PID), judging wheth...
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01/21/2020
You foot the bill! Attacking NFC with passive relays
Imagine when you line up in a store, the person in front of you can make...
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07/30/2019
Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation
With the proliferation of training data, distributed machine learning (D...
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07/24/2019
Personalized Attraction Enhanced Sponsored Search with Multi-task Learning
We study a novel problem of sponsored search (SS) for E-Commerce platfor...
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03/11/2019
Estimating Individual Advertising Effect in E-Commerce
Online advertising has been the major monetization approach for Internet...
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06/15/2018
CIA-Towards a Unified Marketing Optimization Framework for e-Commerce Sponsored Search
As the largest e-commerce platform, Taobao helps advertisers reach billi...
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12/23/2017
LEPA: Incentivizing Long-term Privacy-preserving Data Aggregation in Crowdsensing
In this paper, we study the incentive mechanism design for real-time dat...
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11/02/2017