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Xin Wen's picture
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Xin Wen

xwen99
tennant's profile picture 0xSojalSec's profile picture 21world's profile picture
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https://wen-xin.info
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AI & ML interests

self-supervised learning, object discovery

Organizations

HKU-CVMI-Lab's profile picture ICCV2023's profile picture Train VLLMs's profile picture

authored a paper 8 months ago

Vision Foundation Models as Effective Visual Tokenizers for Autoregressive Image Generation

Paper • 2507.08441 • Published Jul 11, 2025 • 62
authored 2 papers 12 months ago

A Data-Centric Revisit of Pre-Trained Vision Models for Robot Learning

Paper • 2503.06960 • Published Mar 10, 2025 • 3

"Principal Components" Enable A New Language of Images

Paper • 2503.08685 • Published Mar 11, 2025 • 12
authored 3 papers over 1 year ago

Can OOD Object Detectors Learn from Foundation Models?

Paper • 2409.05162 • Published Sep 8, 2024 • 9

Generalization Beyond Data Imbalance: A Controlled Study on CLIP for Transferable Insights

Paper • 2405.21070 • Published May 31, 2024

Self-Supervised Visual Representation Learning with Semantic Grouping

Paper • 2205.15288 • Published May 30, 2022
authored 2 papers over 2 years ago

Parametric Classification for Generalized Category Discovery: A Baseline Study

Paper • 2211.11727 • Published Nov 21, 2022 • 1

Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery

Paper • 2305.06144 • Published May 10, 2023 • 1
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