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09/20/2023
Capacity: Cryptographically-Enforced In-Process Capabilities for Modern ARM Architectures (Extended Version)
In-process compartmentalization and access control have been actively ex...
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08/22/2023
Towards Validating Long-Term User Feedbacks in Interactive Recommendation Systems
Interactive Recommender Systems (IRSs) have attracted a lot of attention...
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08/21/2023
ST-RAP: A Spatio-Temporal Framework for Real Estate Appraisal
In this paper, we introduce ST-RAP, a novel Spatio-Temporal framework fo...
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06/19/2023
Enhancing Generalization and Plasticity for Sample Efficient Reinforcement Learning
In Reinforcement Learning (RL), enhancing sample efficiency is crucial, ...
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06/09/2023
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
Recently, unsupervised representation learning (URL) has improved the sa...
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10/12/2022
Enemy Spotted: in-game gun sound dataset for gunshot classification and localization
Recently, deep learning-based methods have drawn huge attention due to t...
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04/27/2022
DraftRec: Personalized Draft Recommendation for Winning in Multi-Player Online Battle Arena Games
This paper presents a personalized character recommendation system for M...
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04/11/2022
JORLDY: a fully customizable open source framework for reinforcement learning
Recently, Reinforcement Learning (RL) has been actively researched in bo...
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11/05/2021
Confidential Machine Learning Computation in Untrusted Environments: A Systems Security Perspective
As machine learning (ML) technologies and applications are rapidly chang...
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11/05/2021
PIM-Enclave: Bringing Confidential Computation Inside Memory
Demand for data-intensive workloads and confidential computing are the p...
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08/17/2021
MOI-Mixer: Improving MLP-Mixer with Multi Order Interactions in Sequential Recommendation
Successful sequential recommendation systems rely on accurately capturin...
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07/03/2018
Rethinking Misalignment to Raise the Bar for Heap Pointer Corruption
Heap layout randomization renders a good portion of heap vulnerabilities...
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07/03/2018
RUMA: On the Analysis of Defenses based on Misaligned Accesses
The adoption of randomness against heap layout has rendered a good porti...
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05/30/2018