Nicholas Lane
7 papers · 2020–2023 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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The Questioner
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(3)
Machine Learning
(3)
Learning Paradigms · Artificial Intelligence
(3)
Learning Paradigms · Machine Learning
(2)
Learning Types · Machine Learning
(2)
Techniques
(2)
Speech & Audio
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Recognition
(1)
Keywords
federated learning
(3)
neural architecture search
(2)
model compression
(2)
knowledge distillation
(1)
speech processing
(1)
learning rate
(1)
graph convolutional network
(1)
performance prediction
(1)
ordered dropout
(1)
speech representation
(1)
architecture optimization
(1)
network design
(1)
neural network
(1)
client personalization
(1)
macro search space
(1)
system heterogeneity
(1)
cell-based search space
(1)
benchmark evaluation
(1)
self-supervised learning
(1)
Papers
FedL2P: Federated Learning to Personalize
NeurIPS 2023
BLOX: Macro Neural Architecture Search Benchmark and Algorithms
NeurIPS 2022
Federated Self-Supervised Learning for Video Understanding
ECCV 2022
Federated Self-supervised Speech Representations: Are We There Yet?
Interspeech 2022
Multi-Exit Semantic Segmentation Networks
ECCV 2022
FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout
NeurIPS 2021
BRP-NAS: Prediction-based NAS using GCNs
NeurIPS 2020