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07/05/2022
Federated Self-supervised Learning for Video Understanding
The ubiquity of camera-enabled mobile devices has lead to large amounts ...
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12/26/2021
FRuDA: Framework for Distributed Adversarial Domain Adaptation
Breakthroughs in unsupervised domain adaptation (uDA) can help in adapti...
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07/15/2021
A Channel Coding Benchmark for Meta-Learning
Meta-learning provides a popular and effective family of methods for dat...
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01/11/2021
Predicting Patient Outcomes with Graph Representation Learning
Recent work on predicting patient outcomes in the Intensive Care Unit (I...
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07/01/2020
Single Shot Structured Pruning Before Training
We introduce a method to speed up training by 2x and inference by 3x in ...
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05/19/2020
Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition
Knowledge distillation has been widely used to compress existing deep le...
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05/18/2020
Quaternion Neural Networks for Multi-channel Distant Speech Recognition
Despite the significant progress in automatic speech recognition (ASR), ...
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01/21/2020
EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions
The EmoPain 2020 Challenge is the first international competition aimed ...
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11/26/2018