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07/25/2023
Imperceptible Physical Attack against Face Recognition Systems via LED Illumination Modulation
Although face recognition starts to play an important role in our daily ...
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03/29/2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
Many natural language processing (NLP) tasks rely on labeled data to tra...
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03/22/2023
State-of-the-art optical-based physical adversarial attacks for deep learning computer vision systems
Adversarial attacks can mislead deep learning models to make false predi...
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12/18/2022
Curriculum Sampling for Dense Retrieval with Document Expansion
The dual-encoder has become the de facto architecture for dense retrieva...
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11/17/2022
Securer and Faster Privacy-Preserving Distributed Machine Learning
With the development of machine learning, it is difficult for a single s...
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11/12/2022
Online Anomalous Subtrajectory Detection on Road Networks with Deep Reinforcement Learning
Detecting anomalous trajectories has become an important task in many lo...
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06/29/2022
Deep Multiple Instance Learning For Forecasting Stock Trends Using Financial News
A major source of information can be taken from financial news articles,...
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05/12/2022
Privacy-Preserving Distributed Machine Learning Made Faster
With the development of machine learning, it is difficult for a single s...
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06/25/2021
Subgraph Federated Learning with Missing Neighbor Generation
Graphs have been widely used in data mining and machine learning due to ...
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08/15/2020
A VCG-based Fair Incentive Mechanism for Federated Learning
Federated learning (FL) has shown great potential for addressing the cha...
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07/29/2020
Optimal Procurement Auction for Cooperative Production of Virtual Products: Vickrey-Clarke-Groves Meet Cremer-McLean
We set up a supply-side game-theoretic model for the cooperative product...
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08/18/2018
