Yubei Chen
- The Sparse Manifold Transform
2018/06/23 by Yubei Chen, Chen, Yubei, Dylan M. Paiton +3 · 1 voice · 4 citations
#stat.ML #cs.LG #eess.IV
- Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors
2021/03/29 by Zeyu Yun, Yun, Zeyu, Yubei Chen +5 · 18 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- Decoupled Contrastive Learning
2021/10/13 by Chun-Hsiao Yeh, Yeh, Chun-Hsiao, Cheng-Yao Hong +9 · 15 citations
Computer Science · Earth and Planetary Sciences · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
- Orthogonal Convolutional Neural Networks
2019/11/27 by Jiayun Wang, Wang, Jiayun, Yubei Chen +5 · 10 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image and Signal Denoising Methods
- Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers
2021/07/23 by Yunhui Guo, Xudong Wang, Guo, Yunhui +5 · 8 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Neural Network Applications #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Superposition of many models into one
2019/02/14 by Brian Cheung, A. L. Terekhov, Cheung, Brian +9 · 1 voice · 2 citations
Computer Science · #cs.LG #cs.AI #cs.NE
- Neural Manifold Clustering and Embedding
2022/01/24 by Zengyi Li, Li, Zengyi, Yubei Chen +5 · 3 citations
Computer Science · Engineering · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Medical Imaging and Analysis #Morphological variations and asymmetry
- Disentangling images with Lie group transformations and sparse coding
2020/12/11 by Ho Yin Chau, Frank Qiu, Chau, Ho Yin +5 · 1 citation
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Image Processing Techniques and Applications #Advanced Steganography and Watermarking Techniques #Cell Image Analysis Techniques
- Variance-Covariance Regularization Improves Representation Learning
2023/06/23 by Jiachen Zhu, Zhu, Jiachen, Katrina Evtimova +7 · 1 voice · 1 citation
Computer Science · Medicine · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #cs.AI #cs.CV #cs.LG
- Neural Motion Simulator: Pushing the Limit of World Models in Reinforcement Learning
2025/04/09 by Hao, Chenjie, Wenjie Lu, Lu, Weyl +4 · 4 citations
Computer Science · Engineering · #Reinforcement Learning in Robotics #Human Motion and Animation #Robot Manipulation and Learning
- Bag of Image Patch Embedding Behind the Success of Self-Supervised Learning
2022/06/17 by Yubei Chen, Chen, Yubei, Adrien Bardes +5 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mycobacterium research and diagnosis
- Toward a mechanistic understanding of inference in visual cortex and diffusion models
2026/07/17 by Zeyu Yun, Alexander Belsten, Dasheng Bi +3
#q-bio.NC #cs.AI
- Concept-Guided Spatial Regularization for World Models in Atari Pong
2026/07/16 by Yukuan Lu, Zaishuo Xia, Weyl Lu +1
#cs.AI #cs.LG