Wenxin Hou
9 papers · 2020–2024 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Conference Polyglot Β· Silver π₯ Mega-Team Β· Squad
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Trend Setter
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Learning Types Β· Machine Learning
(7)
Artificial Intelligence
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Speech & Audio
(2)
Core AI
(2)
Core Methods
(2)
Learning Paradigms
(2)
Recognition
(2)
Techniques
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Keywords
semi-supervised learning
(4)
unsupervised learning
(2)
domain adaptation
(2)
automatic speech recognition
(2)
pseudo labeling
(2)
consistency regularization
(2)
multi-task learning
(1)
unified benchmark
(1)
reinforcement learning
(1)
text classification
(1)
curriculum learning
(1)
sentiment analysis
(1)
language identification
(1)
distribution matching
(1)
visual recognition
(1)
class imbalance
(1)
transfer learning
(1)
pre-trained model
(1)
classification benchmarks
(1)
image classification
(1)
Papers
The Good, The Bad, and Why: Unveiling Emotions in Generative AI
ICML 2024
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
ICLR 2023
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction
COLING 2022
Margin Calibration for Long-Tailed Visual
Recognition
ACML 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification
NeurIPS 2022
Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching
Interspeech 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling
NeurIPS 2021
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning
Interspeech 2020
Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition
Interspeech 2020