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Understanding the Initial Condensation of Convolutional Neural Networks

Understanding the Initial Condensation of Convolutional Neural Networks

17 May 2023
Zhangchen Zhou
Hanxu Zhou
Yuqing Li
Zhi-Qin John Xu
    MLT
    AI4CE
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Papers citing "Understanding the Initial Condensation of Convolutional Neural Networks"

6 / 6 papers shown
Title
An overview of condensation phenomenon in deep learning
An overview of condensation phenomenon in deep learning
Zhi-Qin John Xu
Yaoyu Zhang
Zhangchen Zhou
AI4CE
27
0
0
13 Apr 2025
Predicting the Impact of Model Expansion through the Minima Manifold: A
  Loss Landscape Perspective
Predicting the Impact of Model Expansion through the Minima Manifold: A Loss Landscape Perspective
Pranshu Malviya
Jerry Huang
Quentin Fournier
Sarath Chandar
54
0
0
24 May 2024
Anchor function: a type of benchmark functions for studying language
  models
Anchor function: a type of benchmark functions for studying language models
Zhongwang Zhang
Zhiwei Wang
Junjie Yao
Zhangchen Zhou
Xiaolong Li
E. Weinan
Z. Xu
32
5
0
16 Jan 2024
Unified Batch Normalization: Identifying and Alleviating the Feature
  Condensation in Batch Normalization and a Unified Framework
Unified Batch Normalization: Identifying and Alleviating the Feature Condensation in Batch Normalization and a Unified Framework
Shaobo Wang
Xiangdong Zhang
Dongrui Liu
Junchi Yan
13
0
0
27 Nov 2023
Phase Diagram of Initial Condensation for Two-layer Neural Networks
Phase Diagram of Initial Condensation for Two-layer Neural Networks
Zheng Chen
Yuqing Li
Tao Luo
Zhaoguang Zhou
Z. Xu
MLT
AI4CE
41
8
0
12 Mar 2023
Improving neural networks by preventing co-adaptation of feature
  detectors
Improving neural networks by preventing co-adaptation of feature detectors
Geoffrey E. Hinton
Nitish Srivastava
A. Krizhevsky
Ilya Sutskever
Ruslan Salakhutdinov
VLM
266
7,634
0
03 Jul 2012
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