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researcher

Assaf Shocher

20 papers hereh-index 122.4k citations23 works total

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

author position
  • sole author1
  • first author5
  • middle author10
  • last author4

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.CV15
  • cs.LG4
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedBlind Super-Resolution Kernel Estimation using an Internal-GAN

215 citations · 275 across the 16 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 10 cited

From Discrete to Continuous Convolution Layers

Assaf Shocher, Ben Feinstein, Niv Haim +1

A basic operation in Convolutional Neural Networks (CNNs) is spatial resizing of feature maps. This is done either by strided convolution (donwscaling) or transposed convolution (u…

cs.CV2020

Semantic Pyramid for Image Generation

Assaf Shocher, Yossi Gandelsman, Inbar Mosseri +4

We present a novel GAN-based model that utilizes the space of deep features learned by a pre-trained classification model. Inspired by classical image pyramid representations, we c…

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