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05/23/2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation
Existing few-shot segmentation methods are based on the meta-learning st...
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05/19/2023
Cost Sharing Public Project with Minimum Release Delay
We study the excludable public project model where the decision is binar...
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03/23/2023
Backdoor Defense via Adaptively Splitting Poisoned Dataset
Backdoor defenses have been studied to alleviate the threat of deep neur...
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01/14/2023
Async-fork: Mitigating Query Latency Spikes Incurred by the Fork-based Snapshot Mechanism from the OS Level
In-memory key-value stores (IMKVSes) serve many online applications beca...
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09/27/2022
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection
Deep neural networks (DNNs) have demonstrated their superiority in pract...
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06/26/2022
Automatic Generation of Product-Image Sequence in E-commerce
Product images are essential for providing desirable user experience in ...
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06/06/2022
Learning Treatment Plan Representations for Content Based Image Retrieval
Objective: Knowledge based planning (KBP) typically involves training an...
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04/19/2022
Disappeared Command: Spoofing Attack On Automatic Speech Recognition Systems with Sound Masking
The development of deep learning technology has greatly promoted the per...
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11/25/2021
Towards Practical Deployment-Stage Backdoor Attack on Deep Neural Networks
One major goal of the AI security community is to securely and reliably ...
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10/27/2021
PL-Net: Progressive Learning Network for Medical Image Segmentation
In recent years, segmentation methods based on deep convolutional neural...
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10/18/2021
Abnormal Occupancy Grid Map Recognition using Attention Network
The occupancy grid map is a critical component of autonomous positioning...
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10/18/2021
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation
The RGB-Thermal (RGB-T) information for semantic segmentation has been e...
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10/10/2021
Deep Learning Based Person Re-Identification Methods: A Survey and Outlook of Recent Works
In recent years, with the increasing demand for public safety and the ra...
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10/02/2021
AB-Mapper: Attention and BicNet Based Multi-agent Path Finding for Dynamic Crowded Environment
Multi-agent path finding in dynamic crowded environments is of great aca...
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09/13/2021
Global-Local Dynamic Feature Alignment Network for Person Re-Identification
The misalignment of human images caused by pedestrian detection bounding...
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07/15/2021
Subnet Replacement: Deployment-stage backdoor attack against deep neural networks in gray-box setting
We study the realistic potential of conducting backdoor attack against d...
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11/05/2020
A multi-level approach with visual information for encrypted H.265/HEVC videos
High-efficiency video coding (HEVC) encryption has been proposed to encr...
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06/25/2020
Cost Sharing Security Information with Minimal Release Delay
We study a cost sharing problem derived from bug bounty programs, where ...
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04/01/2020
Region Proposal Network with Graph Prior and IoU-Balance Loss for Landmark Detection in 3D Ultrasound
3D ultrasound (US) can facilitate detailed prenatal examinations for fet...
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01/20/2020
Transparently Capturing Request Execution Path for Anomaly Detection
With the increasing scale and complexity of cloud systems and big data a...
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12/27/2019
URSA: Precise Capacity Planning and Contention-aware Scheduling for Public Clouds
Database platform-as-a-service (dbPaaS) is developing rapidly and a larg...
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09/01/2019
Flow Guided Short-term Trackers with Cascade Detection for Long-term Tracking
Object tracking has been studied for decades, but most of the existing w...
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05/24/2019