Helong Zhou
5 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Speech & Audio
(1)
Analysis
(1)
Architectures
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Recognition
(1)
Keywords
knowledge distillation
(2)
feature extraction
(1)
scene understanding
(1)
self-supervised learning
(1)
multimodal learning
(1)
autonomous driving
(1)
bias-variance tradeoff
(1)
soft label
(1)
feature distillation
(1)
trajectory planning
(1)
relational knowledge
(1)
audio-visual speech recognition
(1)
cross-image relation
(1)
end-to-end planning
(1)
vectorized representation
(1)
semantic segmentation
(1)
instance-level structure
(1)
Papers
VAD: Vectorized Scene Representation for Efficient Autonomous Driving
ICCV 2023
Cross-Image Relational Knowledge Distillation for Semantic Segmentation
CVPR 2022
Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition
ACL 2022
MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition
ECCV 2022
Rethinking Soft Labels for Knowledge Distillation: A Bias–Variance Tradeoff Perspective
ICLR 2021