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03/22/2023
X-CANIDS: Signal-Aware Explainable Intrusion Detection System for Controller Area Network-Based In-Vehicle Network
Controller Area Network (CAN) is an essential networking protocol that c...
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04/29/2022
Mitigating Low-volume DoS Attacks with Data-driven Resource Accounting
Low-volume Denial-of-Service (μDoS) attacks have been demonstrated to fu...
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01/14/2022
Boundary-aware Self-supervised Learning for Video Scene Segmentation
Self-supervised learning has drawn attention through its effectiveness i...
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12/07/2021
Unsupervised Representation Learning via Neural Activation Coding
We present neural activation coding (NAC) as a novel approach for learni...
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01/26/2021
Automatic Curation of Large-Scale Datasets for Audio-Visual Representation Learning
Large-scale datasets are the cornerstone of self-supervised representati...
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12/08/2020
Parameter Efficient Multimodal Transformers for Video Representation Learning
The recent success of Transformers in the language domain has motivated ...
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11/18/2018
libmpk: Software Abstraction for Intel Memory Protection Keys
Intel memory protection keys (MPK) is a new hardware feature to support ...
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05/08/2018
A Memory Network Approach for Story-based Temporal Summarization of 360° Videos
We address the problem of story-based temporal summarization of long 360...
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01/31/2018
A Deep Ranking Model for Spatio-Temporal Highlight Detection from a 360 Video
We address the problem of highlight detection from a 360 degree video by...
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09/27/2017
A Read-Write Memory Network for Movie Story Understanding
We propose a novel memory network model named Read-Write Memory Network ...
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06/24/2017