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08/14/2023
Orthogonal Temporal Interpolation for Zero-Shot Video Recognition
Zero-shot video recognition (ZSVR) is a task that aims to recognize vide...
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06/13/2023
Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial?
The past decade has witnessed the flourishing of a new profession as med...
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12/23/2022
EndoBoost: a plug-and-play module for false positive suppression during computer-aided polyp detection in real-world colonoscopy (with dataset)
The advance of computer-aided detection systems using deep learning open...
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11/03/2022
Robust Time Series Chain Discovery with Incremental Nearest Neighbors
Time series motif discovery has been a fundamental task to identify mean...
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11/03/2022
A Data-Driven Approach to Quantum Cross-Platform Verification
The task of testing whether two uncharacterized devices behave in the sa...
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02/28/2022
RawlsGCN: Towards Rawlsian Difference Principle on Graph Convolutional Network
Graph Convolutional Network (GCN) plays pivotal roles in many real-world...
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02/14/2022
Flexible learning of quantum states with generative query neural networks
Deep neural networks are a powerful tool for characterizing quantum stat...
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12/14/2021
Efficient Dynamic Graph Representation Learning at Scale
Dynamic graphs with ordered sequences of events between nodes are preval...
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08/31/2020
Matrix Profile Goes MAD: Variable-Length Motif And Discord Discovery in Data Series
In the last fifteen years, data series motif and discord discovery have ...
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08/31/2020
VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series
Data series motif discovery represents one of the most useful primitives...
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08/27/2020
Time-based Sequence Model for Personalization and Recommendation Systems
In this paper we develop a novel recommendation model that explicitly in...
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04/26/2020
Endowing Empathetic Conversational Models with Personas
Empathetic conversational models have been shown to improve user satisfa...
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04/26/2020
Endowing Empathetic Dialogue Systems with Personas
Empathetic dialogue systems have been shown to improve user satisfaction...
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11/05/2018
Representation Learning by Reconstructing Neighborhoods
Since its introduction, unsupervised representation learning has attract...
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10/17/2018
The UCR Time Series Archive
The UCR Time Series Archive - introduced in 2002, has become an importan...
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02/15/2018
Admissible Time Series Motif Discovery with Missing Data
The discovery of time series motifs has emerged as one of the most usefu...
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12/02/2017
Interactive Reinforcement Learning for Object Grounding via Self-Talking
Humans are able to identify a referred visual object in a complex scene ...
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11/19/2015
Better Computer Go Player with Neural Network and Long-term Prediction
Competing with top human players in the ancient game of Go has been a lo...
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09/04/2015