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08/30/2023
Emoji Promotes Developer Participation and Issue Resolution on GitHub
Although remote working is increasingly adopted during the pandemic, man...
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06/16/2023
HiNeRV: Video Compression with Hierarchical Encoding based Neural Representation
Learning-based video compression is currently one of the most popular re...
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05/21/2023
Continually Improving Extractive QA via Human Feedback
We study continually improving an extractive question answering (QA) sys...
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05/15/2023
An Offline Time-aware Apprenticeship Learning Framework for Evolving Reward Functions
Apprenticeship learning (AL) is a process of inducing effective decision...
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04/19/2023
Considerations for Minimizing Data Collection Biases for Eliciting Natural Behavior in Human-Robot Interaction
Many of us researchers take extra measures to control for known-unknowns...
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02/18/2023
HOPE: Human-Centric Off-Policy Evaluation for E-Learning and Healthcare
Reinforcement learning (RL) has been extensively researched for enhancin...
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01/28/2023
Variational Latent Branching Model for Off-Policy Evaluation
Model-based methods have recently shown great potential for off-policy e...
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12/02/2022
A Geometric-Relational Deep Learning Framework for BIM Object Classification
Interoperability issue is a significant problem in Building Information ...
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09/07/2022
Facilitating Global Team Meetings Between Language-Based Subgroups: When and How Can Machine Translation Help?
Global teams frequently consist of language-based subgroups who put toge...
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09/07/2022
Taking a Language Detour: How International Migrants Speaking a Minority Language Seek COVID-Related Information in Their Host Countries
Information seeking is crucial for people's self-care and wellbeing in t...
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08/17/2022
Calico: Relocatable On-cloth Wearables with Fast, Reliable, and Precise Locomotion
We explore Calico, a miniature relocatable wearable system with fast and...
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03/18/2022
Simulating Bandit Learning from User Feedback for Extractive Question Answering
We study learning from user feedback for extractive question answering b...
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03/15/2022
Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction
Real-world Electronic Health Records (EHRs) are often plagued by a high ...
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03/02/2021
CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds
It is often desired to train 6D pose estimation systems on synthetic dat...
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02/10/2021
Early Performance Prediction using Interpretable Patterns in Programming Process Data
Instructors have limited time and resources to help struggling students,...
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01/24/2020
6D Object Pose Regression via Supervised Learning on Point Clouds
This paper addresses the task of estimating the 6 degrees of freedom pos...
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01/15/2020
CheXplain: Enabling Physicians to Explore and UnderstandData-Driven, AI-Enabled Medical Imaging Analysis
The recent development of data-driven AI promises to automate medical di...
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09/16/2019
MVDLite: A Light-weight Model View Definition Representation with Fast Validation for Building Information Model
Model View Definition (MVD) is the standard methodology to define the ex...
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09/16/2019
MVDLite: A Light-weight Representation of Model View Definition with Fast Validation for BIM Applications
Model View Definition (MVD) is the standard methodology to define the pa...
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02/16/2019
Outlining the Design Space of Explainable Intelligent Systems for Medical Diagnosis
The adoption of intelligent systems creates opportunities as well as cha...
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09/12/2018
Attention based visual analysis for fast grasp planning with multi-fingered robotic hand
We present an attention based visual analysis framework to compute grasp...
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08/29/2018
Neural Metaphor Detection in Context
We present end-to-end neural models for detecting metaphorical word use ...
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08/16/2018