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06/07/2019
Planning With Uncertain Specifications (PUnS)
Reward engineering is crucial to high performance in reinforcement learn...
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11/25/2018
Learning Sound Events From Webly Labeled Data
In the last couple of years, weakly labeled learning for sound events ha...
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10/13/2018
Two Can Play That Game: An Adversarial Evaluation of a Cyber-alert Inspection System
Cyber-security is an important societal concern. Cyber-attacks have incr...
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09/16/2018
CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis
This paper presents a novel dataset for traffic accidents analysis. Our ...
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09/16/2018
Accident Forecasting in CCTV Traffic Camera Videos
This paper presents a novel dataset for traffic accidents analysis.Our g...
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09/02/2018
Natural Language Person Search Using Deep Reinforcement Learning
Recent success in deep reinforcement learning is having an agent learn h...
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09/01/2018
Activity Recognition on a Large Scale in Short Videos - Moments in Time Dataset
Moments capture a huge part of our lives. Accurate recognition of these ...
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04/24/2018
A Closer Look at Weak Label Learning for Audio Events
Audio content analysis in terms of sound events is an important research...
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01/17/2018
NELS - Never-Ending Learner of Sounds
Sounds are essential to how humans perceive and interact with the world ...
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11/02/2017
Framework for evaluation of sound event detection in web videos
The largest source of sound events is web videos. Most videos lack sound...
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10/30/2017
Content-based Representations of audio using Siamese neural networks
In this paper, we focus on the problem of content-based retrieval for au...
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07/22/2016