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researcher

G. Sapiro

97 papers hereh-index 10565k citations636 works total

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

author position
  • middle author37
  • last author57

Across the 94 of 97 papers where every author was matched, so the position is known.

fields
  • cs.CV47
  • cs.LG18
  • stat.ML13
  • cs.IT6
  • math.NA2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20082023
most citedThe Augmented Lagrange Multiplier Method for Exact Recovery of Corrupted Low-Rank Matrices

2.2k citations · 5.4k across the 90 of their papers we have counts for

collaborators
Showing 2020 · cs.LGShow all

2 papers · 2 filters

cs.LG2020

Using Text to Teach Image Retrieval

Haoyu Dong, Ze Wang, Qiang Qiu +1

Image retrieval relies heavily on the quality of the data modeling and the distance measurement in the feature space. Building on the concept of image manifold, we first propose to…

cs.LG2020★ 1 cited

Instance based Generalization in Reinforcement Learning

Martin Bertran, Natalia Martinez, Mariano Phielipp +1

Agents trained via deep reinforcement learning (RL) routinely fail to generalize to unseen environments, even when these share the same underlying dynamics as the training levels.…

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