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09/06/2023
Reviving Static Charts into Live Charts
Data charts are prevalent across various fields due to their efficacy in...
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08/09/2023
Data Player: Automatic Generation of Data Videos with Narration-Animation Interplay
Data visualizations and narratives are often integrated to convey data s...
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08/08/2023
WonderFlow: Narration-Centric Design of Animated Data Videos
Creating an animated data video enriched with audio narration takes a si...
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08/01/2023
Wakey-Wakey: Animate Text by Mimicking Characters in a GIF
With appealing visual effects, kinetic typography (animated text) has pr...
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06/13/2023
Creating Emordle: Animating Word Cloud for Emotion Expression
We propose emordle, a conceptual design that animates wordles (compact w...
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04/25/2023
Exploring the Mutual Influence between Self-Supervised Single-Frame and Multi-Frame Depth Estimation
Although both self-supervised single-frame and multi-frame depth estimat...
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04/17/2023
Why is AI not a Panacea for Data Workers? An Interview Study on Human-AI Collaboration in Data Storytelling
Data storytelling plays an important role in data workers' daily jobs si...
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03/29/2023
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs
Artificial Intelligence (AI) has made incredible progress recently. On t...
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03/16/2023
3D Masked Autoencoding and Pseudo-labeling for Domain Adaptive Segmentation of Heterogeneous Infant Brain MRI
Robust segmentation of infant brain MRI across multiple ages, modalities...
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03/11/2023
GeoCamera: Telling Stories in Geographic Visualizations with Camera Movements
In geographic data videos, camera movements are frequently used and comb...
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03/11/2023
NetworkNarratives: Data Tours for Visual Network Exploration and Analysis
This paper introduces semi-automatic data tours to aid the exploration o...
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03/07/2023
Notable: On-the-fly Assistant for Data Storytelling in Computational Notebooks
Computational notebooks are widely used for data analysis. Their interle...
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03/04/2023
Exploiting Implicit Rigidity Constraints via Weight-Sharing Aggregation for Scene Flow Estimation from Point Clouds
Scene flow estimation, which predicts the 3D motion of scene points from...
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10/28/2022
Towards zero-shot Text-based voice editing using acoustic context conditioning, utterance embeddings, and reference encoders
Text-based voice editing (TBVE) uses synthetic output from text-to-speec...
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10/22/2022
GCT: Gated Contextual Transformer for Sequential Audio Tagging
Audio tagging aims to assign predefined tags to audio clips to indicate ...
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09/23/2022
Accurate and Efficient Stereo Matching via Attention Concatenation Volume
Stereo matching is a fundamental building block for many vision and robo...
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08/23/2022
Towards Natural Language-Based Visualization Authoring
A key challenge to visualization authoring is the process of getting fam...
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05/18/2022
Visual Attention-based Self-supervised Absolute Depth Estimation using Geometric Priors in Autonomous Driving
Although existing monocular depth estimation methods have made great pro...
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03/27/2022
OneLabeler: A Flexible System for Building Data Labeling Tools
Labeled datasets are essential for supervised machine learning. Various ...
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03/22/2022
CT-SAT: Contextual Transformer for Sequential Audio Tagging
Sequential audio event tagging can provide not only the type information...
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10/14/2021
Conformer-Based Self-Supervised Learning for Non-Speech Audio Tasks
Representation learning from unlabeled data has been of major interest i...
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10/07/2021
Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study
Detection of common events and scenes from audio is useful for extractin...
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06/27/2021
AniVis: Generating Animated Transitions Between Statistical Charts with a Tree Model
Animated transitions help viewers understand changes between related vis...
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06/21/2021
Do sound event representations generalize to other audio tasks? A case study in audio transfer learning
Transfer learning is critical for efficient information transfer across ...
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05/28/2021
PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer
Magnetic resonance imaging (MRI) noninvasively provides critical informa...
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02/02/2021
Survey on Artificial Intelligence Approaches for Visualization Data
Visualizations themselves have become a data format. Akin to other data ...
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01/11/2021
Learning to Automate Chart Layout Configurations Using Crowdsourced Paired Comparison
We contribute a method to automate parameter configurations for chart la...
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11/07/2020
Dual Application of Speech Enhancement for Automatic Speech Recognition
In this work, we exploit speech enhancement for improving a recurrent ne...
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09/08/2020
Improving Engagement of Animated Visualization with Visual Foreshadowing
Animated visualization is becoming increasingly popular as a compelling ...
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03/18/2020
Selective Attention Encoders by Syntactic Graph Convolutional Networks for Document Summarization
Abstractive text summarization is a challenging task, and one need to de...
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09/06/2019
Learning Alignment for Multimodal Emotion Recognition from Speech
Speech emotion recognition is a challenging problem because human convey...
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08/02/2019
DELTA: A DEep learning based Language Technology plAtform
In this paper we present DELTA, a deep learning based language technolog...
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07/31/2019
Towards Automated Infographic Design: Deep Learning-based Auto-Extraction of Extensible Timeline
Designers need to consider not only perceptual effectiveness but also vi...
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07/30/2019
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems
Detecting and analyzing potential anomalous performances in cloud comput...
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07/22/2019
Text-to-Viz: Automatic Generation of Infographics from Proportion-Related Natural Language Statements
Combining data content with visual embellishments, infographics can effe...
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10/22/2018
Connectionist Temporal Localization for Sound Event Detection with Sequential Labeling
Research on sound event detection (SED) with weak labeling has mostly fo...
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10/22/2018
A comparison of five multiple instance learning pooling functions for sound event detection with weak labeling
Sound event detection (SED) entails two subtasks: recognizing what types...
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04/03/2018
Comparing the Max and Noisy-Or Pooling Functions in Multiple Instance Learning for Weakly Supervised Sequence Learning Tasks
Many sequence learning tasks require the localization of certain events ...
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12/27/2017
A Light-Weight Multimodal Framework for Improved Environmental Audio Tagging
The lack of strong labels has severely limited the state-of-the-art full...
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12/27/2017
Multiple Instance Deep Learning for Weakly Supervised Small-Footprint Audio Event Detection
State-of-the-art audio event detection (AED) systems rely on supervised ...
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12/27/2017
Multiple Instance Deep Learning for Weakly Supervised Audio Event Detection
State-of-the-art audio event detection (AED) systems rely on supervised ...
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08/21/2016
The Symmetry of a Simple Optimization Problem in Lasso Screening
Recently dictionary screening has been proposed as an effective way to i...
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08/21/2016
Feedback-Controlled Sequential Lasso Screening
One way to solve lasso problems when the dictionary does not fit into av...
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05/19/2014
Screening Tests for Lasso Problems
This paper is a survey of dictionary screening for the lasso problem. Th...
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12/20/2013