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On the special role of class-selective neurons in early training

On the special role of class-selective neurons in early training

27 May 2023
Omkar Ranadive
Nikhil Thakurdesai
Ari S. Morcos
Matthew L. Leavitt
Stéphane Deny
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Papers citing "On the special role of class-selective neurons in early training"

4 / 4 papers shown
Title
Training Dynamics of Contextual N-Grams in Language Models
Training Dynamics of Contextual N-Grams in Language Models
Lucia Quirke
Lovis Heindrich
Wes Gurnee
Neel Nanda
20
4
0
01 Nov 2023
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and
  Simplicity Bias in MLMs
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs
Angelica Chen
Ravid Schwartz-Ziv
Kyunghyun Cho
Matthew L. Leavitt
Naomi Saphra
29
63
0
13 Sep 2023
Selectivity considered harmful: evaluating the causal impact of class
  selectivity in DNNs
Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs
Matthew L. Leavitt
Ari S. Morcos
58
33
0
03 Mar 2020
Revisiting the Importance of Individual Units in CNNs via Ablation
Revisiting the Importance of Individual Units in CNNs via Ablation
Bolei Zhou
Yiyou Sun
David Bau
Antonio Torralba
FAtt
59
115
0
07 Jun 2018
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