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researcher

X. Pitkow

12 papers hereh-index 211.8k citations70 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • middle author7
  • last author4

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • q-bio.NC3
  • cs.AI1
  • cs.CV1
  • cs.SD1
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedLearning From Brains How to Regularize Machines

12 citations · 12 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

Two-argument activation functions learn soft XOR operations like cortical neurons

Kijung Yoon, Emin Orhan, Juhyun Kim +1

Neurons in the brain are complex machines with distinct functional compartments that interact nonlinearly. In contrast, neurons in artificial neural networks abstract away this com…

cs.SD2021

AvaTr: One-Shot Speaker Extraction with Transformers

Shell Xu Hu, Md Rifat Arefin, Viet-Nhat Nguyen +3

To extract the voice of a target speaker when mixed with a variety of other sounds, such as white and ambient noises or the voices of interfering speakers, we extend the Transforme…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.