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08/06/2023
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport
Transductive Few-Shot Learning (TFSL) has recently attracted increasing ...
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06/09/2023
A Theory of Unsupervised Speech Recognition
Unsupervised speech recognition (ASR-U) is the problem of learning autom...
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01/28/2023
Interactive Log Parsing via Light-weight User Feedbacks
Template mining is one of the foundational tasks to support log analysis...
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08/25/2022
Adaptive Perception Transformer for Temporal Action Localization
Temporal action localization aims to predict the boundary and category o...
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08/02/2021
Leveraging Multiple Legacy Wi-Fi Links for Human Behavior Sensing
Taking advantage of the rich information provided by Wi-Fi measurement s...
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01/28/2021
Website Fingerprinting on Early QUIC Traffic
Cryptographic protocols have been widely used to protect the user's priv...
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11/05/2018
StNet: Local and Global Spatial-Temporal Modeling for Action Recognition
Despite the success of deep learning for static image understanding, it ...
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03/01/2018
XNMT: The eXtensible Neural Machine Translation Toolkit
This paper describes XNMT, the eXtensible Neural Machine Translation too...
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02/14/2018
Linguistic unit discovery from multi-modal inputs in unwritten languages: Summary of the "Speaking Rosetta" JSALT 2017 Workshop
We summarize the accomplishments of a multi-disciplinary workshop explor...
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12/01/2014
Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Features in the Presence of Side Information
This paper offers a characterization of fundamental limits on the classi...
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01/28/2013