W. Ronny Huang
15 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Champion
(2)
π§
Keyword Pioneer
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Renaissance Researcher
(5)
π₯
Unstoppable Β· Bronze
β
The Questioner
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Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(64)
Top co-authors
Research topics
Machine Learning
(13)
Learning Types Β· Machine Learning
(7)
Deep Learning
(6)
Artificial Intelligence
(5)
Application Areas
(5)
Speech & Audio
(4)
Core AI
(4)
Optimization & Theory
(4)
Recognition
(4)
Natural Language Processing
(3)
Architectures
(3)
Core Methods
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Generation
(2)
Keywords
adversarial attack
(5)
language model
(3)
data poisoning
(3)
speech recognition
(3)
word error rate
(3)
automatic speech recognition
(3)
rare word recognition
(2)
stochastic gradient descent
(2)
clean-label poisoning
(2)
clean-label attack
(2)
domain adaptation
(1)
privacy preservation
(1)
neural network optimization
(1)
feature space
(1)
transfer learning
(1)
semantic segmentation
(1)
convolutional neural network
(1)
batch normalization
(1)
bilevel optimization
(1)
knowledge distillation
(1)
Papers
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR
Interspeech 2023
Detecting Unintended Memorization in Language-Model-Fused ASR
Interspeech 2022
E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR
Interspeech 2022
Improving Rare Word Recognition with LM-aware MWER Training
Interspeech 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition
Interspeech 2022
Towards Disentangled Speech Representations
Interspeech 2022
GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
NeurIPS 2021
Lookup-Table Recurrent Language Models for Long Tail Speech Recognition
Interspeech 2021
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
ICLR 2021
DeepErase: Weakly Supervised Ink Artifact Removal in Document Text Images
WACV 2020
MetaPoison: Practical General-purpose Clean-label Data Poisoning
NeurIPS 2020
The Impact of Neural Network Overparameterization on Gradient Confusion and Stochastic Gradient Descent
ICML 2020
Are adversarial examples inevitable?
ICLR 2019
Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
ICML 2019
Poison Frogs! Targeted Clean-Label Poisoning Attacks on Neural Networks
NeurIPS 2018