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12/20/2022
An Augmentation Strategy for Visually Rich Documents
Many business workflows require extracting important fields from form-li...
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10/28/2022
Radically Lower Data-Labeling Costs for Visually Rich Document Extraction Models
A key bottleneck in building automatic extraction models for visually ri...
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08/08/2021
#StayHome or #Marathon? Social Media Enhanced Pandemic Surveillance on Spatial-temporal Dynamic Graphs
COVID-19 has caused lasting damage to almost every domain in public heal...
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06/23/2021
Clinical Named Entity Recognition using Contextualized Token Representations
The clinical named entity recognition (CNER) task seeks to locate and cl...
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03/07/2021
Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities
The optimization problems associated with training generative adversaria...
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02/28/2021
CREATe: Clinical Report Extraction and Annotation Technology
Clinical case reports are written descriptions of the unique aspects of ...
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01/07/2021
Simplified DOM Trees for Transferable Attribute Extraction from the Web
There has been a steady need to precisely extract structured knowledge f...
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12/16/2020
Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference
There has been a steady need in the medical community to precisely extra...
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09/15/2020
Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction
Extracting event temporal relations is a critical task for information e...
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08/17/2020
Learning to Create Better Ads: Generation and Ranking Approaches for Ad Creative Refinement
In the online advertising industry, the process of designing an ad creat...
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08/07/2020
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures
We present HoliCity, a city-scale 3D dataset with rich structural inform...
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06/17/2020
Learning to Detect 3D Reflection Symmetry for Single-View Reconstruction
3D reconstruction from a single RGB image is a challenging problem in co...
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05/23/2020
ManifoldPlus: A Robust and Scalable Watertight Manifold Surface Generation Method for Triangle Soups
We present ManifoldPlus, a method for robust and scalable conversion of ...
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04/29/2020
"The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition
Humor plays an important role in human languages and it is essential to ...
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01/20/2020
Recommending Themes for Ad Creative Design via Visual-Linguistic Representations
There is a perennial need in the online advertising industry to refresh ...
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10/14/2019
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
We present a simple yet effective end-to-end trainable deep network with...
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09/06/2019
Learning to Discriminate Perturbations for Blocking Adversarial Attacks in Text Classification
Adversarial attacks against machine learning models have threatened vari...
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05/17/2019
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image
In this paper, we propose a method to obtain a compact and accurate 3D w...
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05/08/2019
End-to-End Wireframe Parsing
We present a conceptually simple yet effective algorithm to detect wiref...
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03/29/2019
FrameNet: Learning Local Canonical Frames of 3D Surfaces from a Single RGB Image
In this work, we introduce the novel problem of identifying dense canoni...
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12/18/2018
BandNet: A Neural Network-based, Multi-Instrument Beatles-Style MIDI Music Composition Machine
In this paper, we propose a recurrent neural network (RNN)-based MIDI mu...
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08/29/2018
Learning Gender-Neutral Word Embeddings
Word embedding models have become a fundamental component in a wide rang...
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06/19/2017
Aztec: A Platform to Render Biomedical Software Findable, Accessible, Interoperable, and Reusable
Precision medicine and health requires the characterization and phenotyp...
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12/08/2014