Zixin Wen
5 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🏆
Grand Slam
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Research topics
Keywords
self-supervised learning
(3)
contrastive learning
(3)
representation learning
(3)
neural network
(2)
visual reasoning
(1)
feature representation
(1)
gradient descent
(1)
disentangled representation
(1)
downstream task
(1)
training dynamics
(1)
masked autoencoder
(1)
dimensional collapse
(1)
relu network
(1)
feature decoupling
(1)
prediction head
(1)
generative factor
(1)
non-contrastive learning
(1)
vision transformer
(1)
feature learning
(1)
data augmentation
(1)
Papers
A Theoretical Analysis of Self-Supervised Learning for Vision Transformers
ICLR 2025
Faster WIND: Accelerating Iterative Best-of-N Distillation for LLM Alignment
AISTATS 2025
Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning
AAAI 2024
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning
NeurIPS 2022
Toward Understanding the Feature Learning Process of Self-supervised Contrastive Learning
ICML 2021