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03/23/2023
Towards Transparent, Reusable, and Customizable Data Science in Computational Notebooks
Data science workflows are human-centered processes involving on-demand ...
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03/10/2023
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving
Unsupervised optical flow estimation is especially hard near occlusions ...
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01/09/2023
Towards Multifaceted Human-Centered AI
Human-centered AI workflows involve stakeholders with multiple roles int...
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01/08/2023
MEGAnno: Exploratory Labeling for NLP in Computational Notebooks
We present MEGAnno, a novel exploratory annotation framework designed fo...
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03/09/2022
Optical Flow Training under Limited Label Budget via Active Learning
Supervised training of optical flow predictors generally yields better a...
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05/24/2021
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning
Recent advances in deep learning have led to breakthroughs in the develo...
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07/28/2019
TopicSifter: Interactive Search Space Reduction Through Targeted Topic Modeling
Topic modeling is commonly used to analyze and understand large document...
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04/06/2018
Understanding Actors and Evaluating Personae with Gaussian Embeddings
Understanding narrative content has become an increasingly popular topic...
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04/06/2018