Yucan Zhou
6 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
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Trend Setter
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Research topics
Deep Learning
(5)
Machine Learning
(5)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Computer Vision
(1)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Learning Paradigms
(1)
Keywords
long-tailed classification
(2)
feature alignment
(1)
one-shot learning
(1)
similarity search
(1)
image retrieval
(1)
data augmentation
(1)
feature correlation
(1)
deep hashing
(1)
class imbalance
(1)
covariance matrix
(1)
feature space
(1)
discrete optimization
(1)
semantic information
(1)
knowledge graph
(1)
pre-trained model
(1)
class re-weighting
(1)
dataset distillation
(1)
activation function
(1)
non-iid data
(1)
distribution alignment
(1)
Papers
Capture Global Feature Statistics for One-Shot Federated Learning
AAAI 2025
Diversity-Enhanced Distribution Alignment for Dataset Distillation
ICCV 2025
AREA: Adaptive Reweighting via Effective Area for Long-Tailed Classification
ICCV 2023
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification
AAAI 2022
Rescuing Deep Hashing from Dead Bits Problem
IJCAI 2021
SEED: Semantics Enhanced Encoder-Decoder Framework for Scene Text Recognition
CVPR 2020