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09/16/2023
MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer
Precise crop yield prediction provides valuable information for agricult...
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08/10/2023
DiLogics: Creating Web Automation Programs With Diverse Logics
Knowledge workers frequently encounter repetitive web data entry tasks, ...
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06/05/2023
Towards Adapting Computer Science Courses to AI Assistants' Capabilities
The use of AI assistants, along with the challenges they present, has sp...
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06/01/2023
Pursuing Equilibrium of Medical Resources via Data Empowerment in Parallel Healthcare System
The imbalance between the supply and demand of healthcare resources is a...
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05/05/2023
An arbitrary order Reconstructed Discontinuous Approximation to Biharmonic Interface Problem
We present an arbitrary order discontinuous Galerkin finite element meth...
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04/07/2023
DATE: Domain Adaptive Product Seeker for E-commerce
Product Retrieval (PR) and Grounding (PG), aiming to seek image and obje...
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03/31/2023
Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI
Recent quantitative parameter mapping methods including MR fingerprintin...
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02/28/2023
SMoA: Sparse Mixture of Adapters to Mitigate Multiple Dataset Biases
Recent studies reveal that various biases exist in different NLP tasks, ...
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11/15/2022
An Ontology for the Social Determinants of Health Domain
Social determinants of health are societal factors, such as where a pers...
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11/11/2022
A monitoring framework for deployed machine learning models with supply chain examples
Actively monitoring machine learning models during production operations...
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11/01/2022
Self-Supervised Intensity-Event Stereo Matching
Event cameras are novel bio-inspired vision sensors that output pixel-le...
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10/14/2022
Decentralized Policy Gradient for Nash Equilibria Learning of General-sum Stochastic Games
We study Nash equilibria learning of a general-sum stochastic game with ...
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09/26/2022
Renewable Composite Quantile Method and Algorithm for Nonparametric Models with Streaming Data
We are interested in renewable estimations and algorithms for nonparamet...
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07/11/2022
2D Beam Domain Statistical CSI Estimation for Massive MIMO Uplink
In this paper, we investigate the beam domain statistical channel state ...
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05/25/2022
Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation
Many recent works indicate that the deep neural networks tend to take da...
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05/16/2022
Noise-Tolerant Learning for Audio-Visual Action Recognition
Recently, video recognition is emerging with the help of multi-modal lea...
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04/11/2022
Towards Generalizable Semantic Product Search by Text Similarity Pre-training on Search Click Logs
Recently, semantic search has been successfully applied to e-commerce pr...
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03/18/2022
WebRobot: Web Robotic Process Automation using Interactive Programming-by-Demonstration
It is imperative to democratize robotic process automation (RPA), as RPA...
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01/29/2022
Global Bias-Corrected Divide-and-Conquer by Quantile-Matched Composite for General Nonparametric Regressions
The issues of bias-correction and robustness are crucial in the strategy...
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01/25/2022
RFMask: A Simple Baseline for Human Silhouette Segmentation with Radio Signals
Human silhouette segmentation, which is originally defined in computer v...
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12/16/2021
APTSHIELD: A Stable, Efficient and Real-time APT Detection System for Linux Hosts
Advanced Persistent Threat (APT) attack usually refers to the form of lo...
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12/16/2021
Radio-Assisted Human Detection
In this paper, we propose a radio-assisted human detection framework by ...
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12/16/2021
DuQM: A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models
In this paper, we focus on studying robustness evaluation of Chinese que...
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12/07/2021
RFGAN: RF-Based Human Synthesis
This paper demonstrates human synthesis based on the Radio Frequency (RF...
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12/01/2021
Frequency Fitness Assignment: Optimization without a Bias for Good Solutions can be Efficient
A fitness assignment process transforms the features (such as the object...
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11/20/2021
Unsupervised Domain Adaptation for Device-free Gesture Recognition
Device free human gesture recognition with Radio Frequency signals has a...
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11/13/2021
AttacKG: Constructing Technique Knowledge Graph from Cyber Threat Intelligence Reports
Cyber attacks are becoming more sophisticated and diverse, making detect...
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11/11/2021
Towards Domain-Independent and Real-Time Gesture Recognition Using mmWave Signal
Human gesture recognition using millimeter wave (mmWave) signals provide...
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05/25/2021
Securing Serverless Computing: Challenges, Solutions, and Opportunities
Serverless computing is a new cloud service model that reduces both clou...
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04/28/2021
Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes
As an emerging technology that has attracted huge attention, non-line-of...
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04/21/2021
Cyclic Arbitrage in Decentralized Exchange Markets
In May 2020, Uniswap V2 was officially launched on Ethereum. Uniswap V2 ...
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04/02/2021
CAROM – Vehicle Localization and Traffic Scene Reconstruction from Monocular Cameras on Road Infrastructures
Traffic monitoring cameras are powerful tools for traffic management and...
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10/28/2020
Towards Supporting Programming Education at Scale via Live Streaming
Live streaming, which allows streamers to broadcast their work to live v...
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07/23/2020
Deep Learning Based Equalizer for MIMO-OFDM Systems with Insufficient Cyclic Prefix
In this paper, we study the equalization design for multiple-input multi...
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07/11/2020
Is Machine Learning Speaking my Language? A Critical Look at the NLP-Pipeline Across 8 Human Languages
Natural Language Processing (NLP) is increasingly used as a key ingredie...
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06/02/2020
Threat Detection and Investigation with System-level Provenance Graphs: A Survey
With the development of information technology, the border of the cybers...
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04/30/2020
White Paper on 6G Drivers and the UN SDGs
The commercial launch of 6G communications systems and United Nations Su...
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04/29/2020
White Paper on Critical and Massive Machine Type Communication Towards 6G
The society as a whole, and many vertical sectors in particular, is beco...
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04/03/2020
Sifter: A Hybrid Workflow for Theme-based Video Curation at Scale
User-generated content platforms curate their vast repositories into the...
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01/08/2020
Bayesian Inversion Of Generative Models For Geologic Storage Of Carbon Dioxide
Carbon capture and storage (CCS) can aid decarbonization of the atmosphe...
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01/06/2020
Frequency Fitness Assignment: Making Optimization Algorithms Invariant under Bijective Transformations of the Objective Function
Under Frequency Fitness Assignment (FFA), the fitness corresponding to a...
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06/04/2019
Modeling e-Learners' Cognitive and Metacognitive Strategy in Comparative Question Solving
Cognitive and metacognitive strategy had demonstrated a significant role...
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04/11/2019
Generalizing Monocular 3D Human Pose Estimation in the Wild
The availability of the large-scale labeled 3D poses in the Human3.6M da...
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12/19/2018
Very Power Efficient Neural Time-of-Flight
Time-of-Flight (ToF) cameras require active illumination to obtain depth...
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12/12/2018
Turbo-like Iterative Multi-user Receiver Design for 5G Non-orthogonal Multiple Access
Non-orthogonal multiple access (NoMA) as an efficient way of radio resou...
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12/12/2018
A Universal Receiver for Uplink NOMA Systems
Given its capability in efficient radio resource sharing, non-orthogonal...
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05/08/2018
eBPF-based Content and Computation-aware Communication for Real-time Edge Computing
By placing computation resources within a one-hop wireless topology, the...
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05/03/2018
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection
Incidental scene text detection, especially for multi-oriented text regi...
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02/12/2018
Towards the Standardization of Non-orthogonal Multiple Access for Next Generation Wireless Networks
Non-orthogonal multiple access (NoMA) as an efficient way of radio resou...
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01/16/2018