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07/11/2023
Differential Analysis of Triggers and Benign Features for Black-Box DNN Backdoor Detection
This paper proposes a data-efficient detection method for deep neural ne...
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07/06/2023
Contrastive Label Disambiguation for Self-Supervised Terrain Traversability Learning in Off-Road Environments
Discriminating the traversability of terrains is a crucial task for auto...
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07/05/2023
Traversability Analysis for Autonomous Driving in Complex Environment: A LiDAR-based Terrain Modeling Approach
For autonomous driving, traversability analysis is one of the most basic...
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05/26/2023
Spatio-Temporal Transformer-Based Reinforcement Learning for Robot Crowd Navigation
The social robot navigation is an open and challenging problem. In exist...
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04/18/2023
Integrity and Junkiness Failure Handling for Embedding-based Retrieval: A Case Study in Social Network Search
Embedding based retrieval has seen its usage in a variety of search appl...
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12/16/2022
An Upper Bound for the Distribution Overlap Index and Its Applications
This paper proposes an easy-to-compute upper bound for the overlap index...
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12/13/2022
Privacy-Preserving Collaborative Learning through Feature Extraction
We propose a framework in which multiple entities collaborate to build a...
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08/01/2022
Long Short-Term Preference Modeling for Continuous-Time Sequential Recommendation
Modeling the evolution of user preference is essential in recommender sy...
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06/07/2022
HMRNet: High and Multi-Resolution Network with Bidirectional Feature Calibration for Brain Structure Segmentation in Radiotherapy
Accurate segmentation of Anatomical brain Barriers to Cancer spread (ABC...
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02/05/2022
Iota: A Framework for Analyzing System-Level Security of IoTs
Most IoT systems involve IoT devices, communication protocols, remote cl...
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09/12/2021
Stylistic Retrieval-based Dialogue System with Unparallel Training Data
The ability of a dialog system to express consistent language style duri...
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07/12/2021
Denoising User-aware Memory Network for Recommendation
For better user satisfaction and business effectiveness, more and more a...
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12/14/2020
LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding
The pre-training models such as BERT have achieved great results in vari...
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12/13/2020
One-Shot Object Localization in Medical Images based on Relative Position Regression
Deep learning networks have shown promising performance for accurate obj...
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11/04/2020
Detecting Backdoors in Neural Networks Using Novel Feature-Based Anomaly Detection
This paper proposes a new defense against neural network backdooring att...
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10/12/2020
Improving Text Generation with Student-Forcing Optimal Transport
Neural language models are often trained with maximum likelihood estimat...
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06/29/2020
IoTGaze: IoT Security Enforcement via Wireless Context Analysis
Internet of Things (IoT) has become the most promising technology for se...
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06/29/2020
Towards Learning-automation IoT Attack Detection through Reinforcement Learning
As a massive number of the Internet of Things (IoT) devices are deployed...
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05/06/2020
Drosophila-Inspired 3D Moving Object Detection Based on Point Clouds
3D moving object detection is one of the most critical tasks in dynamic ...
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01/03/2020
"Love is as Complex as Math": Metaphor Generation System for Social Chatbot
As the wide adoption of intelligent chatbot in human daily life, user de...
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09/25/2019
Non-imaging single-pixel sensing with optimized binary modulation
The conventional high-level sensing tasks such as image classification r...
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07/09/2019
Lidar-based Object Classification with Explicit Occlusion Modeling
LIDAR is one of the most important sensors for Unmanned Ground Vehicles ...
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04/09/2019
Thinkey: A Scalable Blockchain Architecture
This paper presents Thinkey, an efficient, secure, infinitely scalable a...
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03/25/2019
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
Variational autoencoders (VAEs) with an auto-regressive decoder have bee...
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05/20/2018
A PTAS for a Class of Stochastic Dynamic Programs
We develop a framework for obtaining polynomial time approximation schem...
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02/03/2017